International Journal Paper Caicedo A., Naulaers G., Lemmers P., van Bel F., Wolf M., Van Huffel S., "Detection of cerebral autoregulation by near-infrared spectroscopy in neonates: performance analysis of measurement methods", Journal of Biomedical Optics, vol. 17, no. 11, Nov. 2012, pp. 117003 (1-9). Widjaja D., Van Diest I., Van Huffel S., "Extraction of Direct Respiratory Influences from the Tachogram using Multiscale Principal Component Analysis", International Journal of Bioelectromagnetism, Biosignal Processing and Interpretation II, vol. 15, no. 1, Jan. 2013, pp. 97-101. Bertrand A., Moonen M., "Seeing the bigger picture: How nodes can learn their place within a complex ad hoc network topology", IEEE Signal Processing Magazine, vol. 30, no. 3, May 2013, pp. 71-82. Tran Dinh Q., Savorgnan C., Diehl M., "Adjoint-based predictor-corrector sequential convex programming for parametric nonlinear optimization", SIAM Journal on Optimization, vol. 22, no. 4, Oct. 2012, pp. 1258--1284. Huyck B., Ferreau H. J., Diehl M., De Brabanter J., Van Impe J., De Moor B. and Logist F., "Towards Online Model Predictive Control on a Programmable Logic Controller: practical considerations", Mathematical Problems in Engineering, vol. 2012, Nov. 2012, pp. x-(x+20). Bertrand A., Moonen M., "Distributed computation of the Fiedler vector with application to topology inference in ad hoc networks", Signal Processing, vol. 93, no. 5, May 2013, pp. 1106-1117. Langone R., Alzate C. and Suykens J. A. K., "Kernel Spectral Clustering with Memory Effect", emph{Physica A}, vol. 392, no. 10, May 2013, pp. 2588-2606. Croitor Sava A.R., Martinez-Bisbal C.M., Sima D.M., Calvar J., Esteve V., Celda B., Himmelreich U. and Van Huffel S., "Quantifying brain tumor tissue abundance in HR-MAS spectra using non-negative blind source separation techniques", Journal of Chemometrics, vol. 26, no. 7, Jul. 2012, pp. 406-415. Di Legge A., Testa A.C., Ameye L., Van Calster B., Lissoni A.A., Leone F.P.G., Savelli L., Franchi D., Czekierdowski A., Trio D., Van Holsbeke C., Ferrazzi E., Timmerman D., Valentin L., "Lesion size affects the diagnostic performance of the International Ovarian Tumor Analysis (IOTA) logistic regression models, the IOTA simple rules and the Risk of Malignancy Index to estimate the risk of malignancy in adnexal masses", Ultrasound in Obstetrics and Gynecology, vol. 40, no. 3, Sep. 2012, pp. 345-354. Epstein E., Van Holsbeke C., Mascilini F., M?sb?ck A., Kannisto P., Ameye L., Fischerova D., Zannoni G., Vellone V., Timmerman D., Testa A.C., "Gray-scale and color Doppler ultrasound characteristics of endometrial cancer in relation to stage, grade and tumor size", Ultrasound in Obstetrics and Gynecology, vol. 38, no. 5, Nov. 2011, pp. 586-593. Welkenhuysen M., Andrei A., Ameye L., Eberle W., Nuttin B., "Effect of insertion speed on tissue response and insertion mechanics of a chronically implanted silicon-based neural probe", IEEE Transactions on Biomedical Engineering , vol. 58, no. 11, Nov. 2011, pp. 3250-3259. Dancet E.A., Ameye L., Sermeus W., Welkenhuysen M., Nelen W.L., Tully L., De Bie B., Veit J., Vedsted-Hansen H., Zondervan K.T., De Cicco C., Kremer J.A., Timmerman D., D'Hooghe T.M., "The ENDOCARE questionnaire (ECQ): a valid and reliable instrument to measure the patient-centeredness of endometriosis care in Europe", Human Reproduction, vol. 26, no. 11, Sep. 2011, pp. 2988-2999. Tsiaflakis P., Yi Y., Chiang M., Moonen M., "Throughput and Delay Performance of DSL Broadband Access with Cross-layer Dynamic Spectrum Management", IEEE Transactions on Communications, vol. 60, no. 9, Sep. 2012, pp. 2700-2711. Batselier K., Dreesen P., De Moor B., "A geometrical approach to finding multivariate approximate LCMs and GCDs", Linear Algebra and its Applications, 2013. Li Y., Sima D.M., Van Cauter S., Croitor Sava A., Himmelreich U., Pi Y., Van Huffel S., "Hierarchical non-negative matrix factorization (hNMF): a tissue pattern differentiation method for glioblastoma multiforme diagnosis using MRSI", NMR in Biomedicine, vol. 26, no. 3, Mar. 2013, pp. 307-319. Batselier K., Dreesen P., De Moor B., "The Geometry of Multivariate Polynomial Division and Elimination", SIAM Journal on Matrix Analysis and Applications, vol. 34, no. 1, Feb. 2013, pp. 102-125. Bertrand A., Szurley J., Ruckebusch P., Moerman I. and Moonen M., "Efficient calculation of sensor utility and sensor removal in wireless sensor networks for adaptive signal estimation and beamforming", IEEE Transactions on Signal Processing, vol. 60, no. 11, Nov. 2012, pp. 5857-5869. Hunyadi B., Signoretto M., Van Huffel S., Suykens J.A.K., De Vos M., "Incorporating structural information from the multichannel EEG improves patient-specific seizure detection", Clinical Neurophysiology, vol. 123, no. 12, Dec. 2012, pp. 2352-2361. Fassbender A., Waelkens W., Verbeeck N., Kyama C.M., Bokor A., Vodolazkaia A., Van de Plas R., Meuleman C., Peeraer K., Tomassetti C., Gevaert O., Ojeda F., De Moor B., DHooghe T., "Proteomics Analysis of Plasma for Early Diagnosis of Endometriosis.", Obstetrics & Gynecology, vol. 119, no. 2, part 1, Feb. 2012, pp. 276-285. Iacucci E., Zingg H., Perkins T., "Methods for Determining the Statistical Significance of Enrichment or Depletion of Gene Ontology Classifications under Weighted Membership", Frontiers in Systems Biology, vol. 3, no. 24, Feb. 2012, pp. 1-12. Mehrkanoon S., Suykens J.A.K., "LS-SVM approximate solution to linear time varying descriptor systems", Automatica, vol. 48, no. 10, Oct. 2012, pp. 2502-2511. De Ridder F., Diehl M., Mulder G., Desmedt J., Van Bael J., "An optimal control algorithm for borehole thermal energy storage systems", Energy and Buildings, vol. 43, no. *, 2011, pp. 2918-2925. Alzate C., Suykens J.A.K., "Hierarchical Kernel Spectral Clustering", Neural Networks, vol. 35, Nov. 2012, pp. 21-30. Widjaja D., Varon C., Caicedo A., Suykens J.A.K., Van Huffel S., "Application of Kernel Principal Component Analysis for Single Lead ECG-Derived Respiration", IEEE Transactions on Biomedical Engineering, vol. 59, no. 4, Apr. 2012, pp. 1169-1176. Pavlopoulos GA., Hooper SD., Sifrim A., Schneider R., Aerts J., "Medusa: A tool for exploring and clustering biological networks.", BMC Res Notes. , vol. 4, no. 1, Oct. 2011, pp. 384-390. De Lathauwer L., "Blind Separation of Exponential Polynomials and the Decomposition of a Tensor in Rank-(Lr, Lr, 1) Terms", SIAM Journal on Matrix Analysis and Applications, vol. 32, no. 4, Dec. 2011, pp. 1451-1474. Bertrand A., Moonen M., "Low-complexity distributed total least squares estimation in ad hoc sensor networks", IEEE Transactions on Signal Processing, vol. 60, no. 8, Aug. 2012, pp. 4321-4333. Savorgnan C., Romani C., Kozma A., Diehl M., "Multiple shooting for distributed systems with applications in hydro electricity production", Journal of Process Control, Special Issue on Hierarchical and Distributed Model Predictive Control, vol. 21, no. 5, Jun. 2011, pp. 738-745. Caicedo A., Papademetriou M.D., Elwell C.E., Hoskote A., Elliot M.J., Van Huffel S., Tachtsidis I., "Canonical correlation analysis in the study of cerebral and peripheral haemodynamics interralations with systemic variables in neonates supported on ECMO.", Advances in Experimental Medicine and Biology, vol. 765, Aug. 2012, pp. 23-29. Tran Dinh Q., Savorgnan C., Diehl M., "Combining Lagrangian Decomposition and Excessive Gap Smoothing Technique for Solving Large-Scale Separable Convex Optimization Problems", Computational Optimization and Applications, 2012, 30 p. Tran Dinh Q., Gumussoy S., Michiels W., Diehl M., "Combining Convex-Concave Decompositions and Linearization Approaches for solving BMIs, with application to Static Output Feedback", IEEE Trans. Automatic Control, vol. 57, no. 6, 2012, pp. 1377-1390. Forouzan A. R., Moonen M., Maes J., Guenach M., "Robust Dynamic Spectrum Management Level 2 for VDSL2 in the Presence of Unmanaged Lines" Mehrkanoon S., Falck T., Suykens J.A.K., "Approximate Solutions to Ordinary Differential Equations Using Least Squares Support Vector Machines", IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. 23, no. 9, Sep. 2012, pp. 1356-1367. Lou X.Y., Suykens J.A.K., "Finding Communities in Weighted Networks Through Synchronization", Chaos, vol. 21, no. 4, Dec. 2011, pp. 043116-. Sorensen M., De Lathauwer L., Comon P., Icart S., Deneire L., "Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix", SIAM Journal on Matrix Analysis and Applications, vol. 33, no. 4, Oct.-Dec. 2012, pp. 1190-1213. Karfoul A., Albera L., De Lathauwer L., "Iterative Methods for the Canonical Decomposition of Multi-way Arrays: Application to Blind Underdetermined Mixture Identification", Signal Processing, vol. 91, no. 8, Aug. 2011, pp. 1789--1802. Sorber L., Van Barel M., De Lathauwer L., "Unconstrained Optimization of Real Functions in Complex Variables", SIAM Journal on Optimization, vol. 22, no. 3, Oct. 2012, pp. 879â€“-898. Houska B., Ferreau H.J., Diehl M., "An Auto-Generated Real-Time Iteration Algorithm for Nonlinear MPC in the Microsecond Range", Automatica, vol. 47, no. 10, Sep. 2011, pp. 2279--2285. Fassbender A., Verbeeck N., Boernigen D., Kyama C.M., Bokor A., Vodolazkaia A., Peeraer K., Tomassetti C., Meuleman C., Gevaert O., Van de Plas R., Ojeda F., De Moor B., Moreau Y., Waelkens E., D'Hooghe T., "Combined mRNA Microarray and Proteomic analysis of eutopic endometrium of women with and without endometriosis.", Human Reproduction, vol. 27, no. 7, May 2012, pp. 2020-2029. Valentin L., Ameye L., Savelli L., Fruscio R., Leone F.P.G., Czekierdowski A., Lissoni A.A., Fischerova D., Guerriero S., Van Holsbeke C., Van Huffel S., Timmerman D., "Adnexal masses difficult to classify as benign or malignant using subjective assessment of gray scale and Doppler ultrasound findings : logistic regression models do not help", Ultrasound in Obstetrics and Gynecology, vol. 38, no. 4, Oct. 2011, pp. 456-465. Falck T., Dreesen P., De Brabanter K., Pelckmans K., De Moor B., Suykens J.A.K., "Least-Squares Support Vector Machines for the Identiﬁcation of Wiener-Hammerstein Systems", Control Engineering Practice, vol. 20, no. 11, Nov. 2012, pp. 1165-1174. Combaz A., Chumerin N., Manyakov N.V., Robben A., Suykens J.A.K., Van Hulle M.M., "Towards the detection of Error-Related Potentials and its integration in the context of a P300 Speller Brain-Computer Interface", Neurocomputing, vol. 80, Mar. 2012, pp. 73-82. Bertrand A., Moonen M., "Distributed signal estimation in sensor networks where nodes have different interests", Signal Processing, vol. 92, no. 7, Jul. 2012, pp. 1679-1690. Bertrand A., Moonen M., Sayed A.H., "Diffusion Bias-Compensated RLS Estimation over Adaptive Networks", IEEE Transactions on Signal Processing, vol. 59, no. 11, Nov. 2011, pp. 5212 -5224. De Brabanter K., De Brabanter J., Suykens J.A.K., De Moor B., "Kernel Regression in the Presence of Correlated Errors", Journal of Machine Learning Research, vol. 12, Jun. 2011, pp. 1955 - 1976. Tsiaflakis P., Yi Y., Chiang M., Moonen M., "Fair Greening of Broadband Access: Spectrum Management for Energy-Efficient DSL Networks", EURASIP Journal on Wireless Communications and Networking, vol. 2011:140, Oct. 2011, pp. 1-14. Willems J.C., "Terminals and ports", IEEE Circuits and Systems Magazine, vol. 10, no. 4, Dec. 2010, pp. 8-16. Reis T., Willems J.C., "A balancing approach to the realization of systems with internal passivity and reciprocity", Systems & Control Letters, vol. 60, no. 1, Jan. 2010, pp. 69-74. Van Calster B., Van Belle V., Vergouwe Y., Timmerman D., Van Huffel S., Steyerberg E.W., "Extending the c-statistic to nominal polytomous outcomes: The Polytomous Discrimination Index", Statistics in Medicine, vol. 31, no. 23, Oct. 2012, pp. 2610-2626. Varon C., Alzate C., Suykens J.A.K., Debosscher J., "Kernel Spectral Clustering of Time Series in the CoRoT Exoplanet Database", Astronomy & Astrophysics, vol. 531, no. A156, Jul. 2011, pp. 1-15. Komarov M.A., Osipov G.V., Suykens J.A.K., "Metastable states and transient activity in ensembles of excitatory and inhibitory elements", EPL (Europhysics Letters), vol. 91, no. 2, Aug. 2010, pp. 20006-. Lou X., Suykens J.A.K., "Stability of coupled local minimizers within the Lagrange programming network framework", IEEE Transactions on Circuits and Systems-I, vol. 60, no. 2, Feb. 2013, pp. 377-388. Popa E., Karras D.A., Mertzios B.G., Sima D.M., de Beer R., van Ormondt D., Graveron-Demilly D., "Semi-parametric estimation without searching in function space. Application to in vivo metabolite quantitation", Measurement Science and Technology, vol. 22, no. 11, Nov. 2011, pp. 114014. Lemke C., Schuck Jr. A., Antoine J-P., Sima D.M., "Metabolite-sensitive analysis of magnetic resonance spectroscopic signals using the continuous wavelet transform", Measurement Science and Technology, vol. 22, no. 11, Nov. 2011, pp. 114013. Hnetynkova I., Plesinger M., Sima D.M., Strakos Z., Van Huffel S., "The total least squares problem in \approx B$. A new classification with the relationship to the classical works", SIAM Journal on Matrix Analysis and Applications, vol. 32, no. 3, Jul. 2011, pp. 748-770. De Brabanter K., Karsmakers P., De Brabanter J., Suykens J.A.K., De Moor B., "Confidence Bands for Least Squares Support Vector Machine Classifiers: A Regression Approach", Pattern Recognition, vol. 45, no. 6, Jun. 2012, pp. 2280-2287. Taelman J., Vandeput S., Vlemincx E., Spaepen A., Van Huffel S., "Instantaneous changes in heart rate regulation due to mental load in simulated office work", European Journal of Applied Physiology, vol. 111, no. 7, Jul. 2011, pp. 1497-1505. Croitor Sava A. R., Martinez-Bisbal M.C., Laudadio T., Piquer J., Celda B., Heerschap A., Sima D.M., Van Huffel S., "Fusing in vivo and ex vivo NMR sources of information for brain tumor classification", Measurement Science and Technology, vol. 22, Nov. 2011, pp. 114012. Jansen K., Vandeput S., Milosevic M., Ceulemans B., Van Huffel S., Brown L., Penders J., Lagae L., "Autonomic effects of refractory epilepsy on heart rate variability. Influence of intermittent vagus nerve stimulation.", Developmental Medicine and Child Neurology, vol. 53, no. 12, Dec. 2011, pp. 1143-1149. Domanov I., "On invariant subspaces of matrices: A new proof of a theorem of Halmos", Linear Algebra and its Applications, vol. 433, no. 11-12, Dec. 2010, pp. 2255-2256. Van Belle V.M.C.A., Van Calster B., Timmerman D., Bourne T., Bottomley C., Valentin L., Neven P., Van Huffel S., Suykens J.A.K., Boyd S., "A Mathematical Model for Interpretable Clinical Decision Support with Applications in Gynecology", PLoS ONE, vol. 7, no. 3, Mar. 2012, pp. 1-10. Bertrand A., Moonen M., "Consensus-based distributed total least squares estimation in ad hoc wireless sensor networks", IEEE Transactions on Signal Processing, vol. 59, no. 5, May 2011, pp. 2320-2330. Pavlov E.A., Osipov G.V., Chan C.K., Suykens J.A.K., "Map-based model of the cardiac action potential", Physics Letters A, vol. 375, no. 32, Jul. 2011, pp. 2894-2902. Alzate C., Suykens J.A.K., "Sparse Kernel Spectral Clustering Models for Large-Scale Data Analysis", Neurocomputing, Special Issue on Advances in Artificial Neural Networks, Machine Learning and Computational Intelligence (ESANN 2010), vol. 74, no. 9, Apr. 2011, pp. 1382-1390. Bertrand A., Moonen M., "Distributed adaptive estimation of node-specific signals in wireless sensor networks with a tree topology", IEEE Transactions on Signal Processing, vol. 59, no. 5, May 2011, pp. 2196-2210. De Brabanter K., De Brabanter J., Suykens J.A.K., De Moor B., "Approximate Confidence and Prediction Intervals for Least Squares Support Vector Regression", IEEE Transactions on Neural Networks, vol. 22, no. 1, Jan. 2011, pp. 110-120. Geebelen D., Suykens J.A.K., Vandewalle J., "Reducing the Number of Support Vectors of SVM Classifiers Using the Smoothed Separable Case Approximation", IEEE Transactions on Neural Networks and Learning Systems, vol. 23, no. 4, Apr. 2012, pp. 682 - 688. Cornelis B., Moonen M., Wouters J., "Performance analysis of multichannel Wiener filter based noise reduction in hearing aids under second order statistics estimation errors", IEEE Transactions on audio, speech and language processing, vol. 19, no. 5, Jul. 2011, pp. 1368 - 1381. Karsmakers P., Pelckmans K., De Brabanter K., Van hamme H., Suykens J.A.K., "Sparse Conjugate Directions Pursuit with Application to Fixed-size Kernel Models", Machine Learning, Special Issue on Model Selection and Optimization in Machine Learning, vol. 85, no. 1, Oct. 2011, pp. 109-148. Van Calster B., Valentin L., Van Holsbeke C., Testa A.C., Bourne T., Van Huffel S., Timmerman D., "Polytomous diagnosis of ovarian tumors as benign, borderline, primary invasive or metastatic: development and validation of standard and kernel-based risk prediction models", BMC Medical Research Methodology, vol. 10, no. 1, Oct. 2010, pp. 96. Van Belle V., Pelckmans K., Van Huffel S., Suykens J.A.K., "Improved Performance on High-Dimensional Survival Data using Survival-SVM", Bioinformatics, vol. 27, no. 1, Jan. 2011, pp. 87-94. Postma G., Luts J., Idema A.J., Julia-Sape M., Moreno-Torres A., Gajewicz W., Suykens J.A.K., Heerschap A., Van Huffel S., Buydens L.M.C., "On the relevance of automatically selected single voxel MRS and multimodal MRI and MRSI features for brain tumor differentiation", Computers in Biology and Medicine, vol. 41, no. 2, Feb. 2011, pp. 87-97. Liu X.H., Yu S., Janssens F., Gl$\ddot{a} W., Moreau Y., De moor B., "Weighted Hybrid Clustering by Combining Text Mining and Bibliometrics on Large-Scale Journal Database", Journal of the American Society for Information Science and Technology, vol. 61, no. 6, Jun. 2010, pp. 1105-1119. Luts J., Ojeda F., Van de Plas R., De Moor B., Van Huffel S., Suykens J.A.K, "A tutorial on support vector machine-based methods for classification problems in chemometrics", Analytica Chimica Acta, vol. 665, no. 2, Apr. 2010, pp. 129-145. Bertrand A., Moonen M., "Blind separation of non-negative source signals using multiplicative updates and subspace projection", Signal Processing, vol. 90, no. 10, Oct. 2010, pp. 2877 - 2890. Ishteva M., Absil P.-A., Van Huffel S., De Lathauwer L., "Tucker compression and local optima", Chemometrics and Intelligent Laboratory Systems, Special Issue on Multiway and Multiset Data Analysis, vol. 106, no. 1, Mar. 2011, pp. 57-64. Vandeput S., Widjaja D., Aubert A.E., Van Huffel S., "Adaptation of the autonomic heart rate regulation in astronauts after spaceflight", Medical Science Monitor, vol. 19, no. 1, Jan. 2013, pp. 9-17. Yazbek J., Ameye L., Testa A.C., Valentin L., Timmerman D., Holland T.K., Van Holsbeke C., Jurkovic D., "Confidence of expert ultrasound operators in making a diagnosis of adnexal tumor: effect on diagnostic accuracy and interobserver agreement", Ultrasound in Obstetrics and Gynecology, vol. 35, no. 1, Jan. 2010, pp. 89-93. Daemen A., Signoretto M., Gevaert O., Suykens JAK., De Moor B., "Improved microarray-based decision support with graph encoded interactome data", PLoS ONE, vol. 5, no. 4, Apr. 2010, pp. 1-16. Yu S., Falck T., Daemen A., Tranchevent L.C., Suykens J.A.K., De Moor B., Moreau Y., "L2-norm multiple kernel learning and its application to biomedical data fusion", BMC Bioinformatics, vol. 11, no. 309, Jun. 2010, pp. 1-53. Zhang L., Liu X.H., Janssens F., Linag L., Glanzel W., "Subject clustering analysis based on ISI category classification", Journal of Informetrics, vol. 4, no. 2, Apr. 2010, pp. 185-193. Novitskiy N., Ramautar J.R., Vanderperren K., De Vos M., Mennes M., Mijovic B., Vanrumste B., Stiers P., Van den Bergh B., Lagae L., Sunaert S., Van Huffel S., Wagemans J., "The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task", NeuroImage, vol. 54, no. 2, Jan. 2011, pp. 824-835. Assecondi S., Vanderperren K., Novitskiy N., Ramautar J.R., Fias W., Staelens S., Stiers P., Sunaert S., Van Huffel S., Lemahieu I., "Effect of the static magnetic field of the MR-scanner on ERPs: evaluation of visual, cognitive and motor potentials", Clinical Neurophysiology, vol. 121, no. 5, May 2010, pp. 672-685. Vergote I., Amant F., Ameye L., Timmerman D., "Screening for ovarian carcinoma: not quite there yet", Lancet Oncology, vol. 10, Apr. 2009, pp. 308-309. Lopez J., Suykens J.A.K., "First and Second Order SMO Algorithms for LS-SVM Classifiers", Neural Processing Letters, vol. 33, no. 1, Feb. 2011, pp. 31-44. Bertrand A., Moonen M., "Distributed adaptive node-specific signal estimation in fully connected sensor networks - Part II: simultaneous & asynchronous node updating", IEEE Transactions on Signal Processing, vol. 58, no. 10, Oct. 2010, pp. 5292 - 5306. Barjas Blanco T., Willems P., Po-Kuan Chiang P., Haverbeke N., Berlamont J., De Moor B., "Flood Regulation using Nonlinear Model Predictive Control", Control Engineering Practice, vol. 18, 2010, pp. 1147-1157. Lemaire K., Ravier M.A., Schraenen A., Creemers J.W.M., Van de Plas R., Granvik M., Van Lommel L., Waelkens E., Chimienti F., Rutter G.A., Gilon P., in't Veld P.A., Schuit F.C., "Insulin crystallisation depends on zinc transporter ZnT8 expression, but is not required for normal glucose homeostasis in mice", Proceedings of the National Academy of Sciences, vol. 106, no. 35, Sep. 2009, pp. 14872-14877. Saez C., Garcia-Gomez J.M., Vicente J., Tortajada S., Luts J., Dupplaw D., Van Huffel S., Robles M., "A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents", The Knowledge Engineering Review, vol. 26, no. 3, Jul. 2011, pp. 283-301. Suykens J.A.K., Alzate C., Pelckmans K., "Primal and dual model representations in kernel-based learning", Statistics Surveys, DOI: 10.1214/09-SS052, vol. 4, Aug. 2010, pp. 148-183. Ishteva M., Absil P.-A., Van Huffel S., De Lathauwer L., "Best low multilinear rank approximation of higher-order tensors, based on the Riemannian trust-region scheme", SIAM Journal on Matrix Analysis and Applications, vol. 32, no. 1, Feb. 2011, pp. 115-135. Van Belle V., Pelckmans K., Suykens J.A.K., Van Huffel S., "Learning Transformation Models for Ranking and Survival Analysis", Journal of Machine Learning Research, vol. 12, Mar. 2011, pp. 819-862. Vanderperren K., De Vos M., Ramautar J.R., Novitskiy N., Mennes M., Assecondi S., Vanrumste B., Stiers P., Van den Bergh B.R.H., Wagemans J., Lagae L., Sunaert S., Van Huffel S., "Removal of BCG artifacts from EEG recordings inside the MR scanner: a comparison of methodological and validation-related aspects", NeuroImage, vol. 50, no. 3, Apr. 2010, pp. 920-934. Janssens F., Zhang L., De Moor B., Glanzel W., "Hybrid Clustering for Validation and Improvement of Subject-Classification Schemes", Information Processing & Management, vol. 45, no. 6, Nov. 2009, pp. 683-702. Forouzan A., "Optimal Spectrum Management of DSL With Nonstrictly Convex Rate Region", IEEE TRANSACTIONS ON SIGNAL PROCESSING, vol. 57, no. 7, Jul. 2009, pp. 2558-2568. Tsiaflakis P., Moonen M., "Distributed spectrum coordination for DSL broadband access", Journal on Control Engineering and Applied Informatics, Special Issue on Distributed Control in Networked Systems, vol. 11, no. 3, Sep. 2009, pp. 1-5. Markovsky I., Sima D., Van Huffel S., "Total least squares methods", Wiley Interdisciplinary Reviews: Computational Statistics, vol. 2, no. 2, Mar. 2010, pp. 212-217. Tsiaflakis P., Necoara I., Suykens J.A.K., Moonen M., "Improved Dual Decomposition Based Optimization for DSL Dynamic Spectrum Management", IEEE Transactions on Signal Processing, vol. 58, no. 4, Apr. 2010, pp. 2230-2245. Bertrand A., Moonen M., "Distributed adaptive node-specific signal estimation in fully connected sensor networks - Part I: sequential node updating", IEEE Transactions on Signal Processing, vol. 58, no. 10, Oct. 2010, pp. 5277-5291. Suykens J.A.K., "Extending Newton's law from nonlocal-in-time kinetic energy", Physics Letters A, vol. 373, no. 14, Mar. 2009, pp. 1201-1211. Sima D., Osorio Garcia M.I., Poullet J., Suvichakorn A., Antoine J.-P., Van Huffel S., van Ormondt D., "Lineshape estimation for Magnetic Resonance Spectroscopy (MRS) signals: self-deconvolution revisited", Measurement Science and Technology, Special Issue on IMAGING SYSTEMS AND TECHNIQUES, vol. 20, no. 10, Oct. 2009, pp. 104031-104043. Aubert A.E., Vandeput S., Beckers F., Liu J., Verheyden B., Van Huffel S., "Complexity of cardiovascular regulation in small animals", Philosophical Transactions of the Royal Society A, vol. 367, no. 1892, Apr. 2009, pp. 1239-1250. Stegeman A., De Lathauwer L., "A Method to Avoid Diverging Components in the Candecomp / Parafac Model for Generic I x J x 2 Arrays", SIAM Journal on Matrix Analysis and Applications, vol. 30, no. 4, Jan. 2009, pp. 1614-1638. Yu S., Tranchevent L.C., De Moor B., Moreau Y., "Gene prioritization and clustering by multi-view text mining", BMC Bioinformatics, doi:10.1186/1471-2105-11-28, vol. 11, no. 28, Jan. 2010, pp. 1-48. De Vos M., Nion D., Van Huffel S. and De Lathauwer L., "A combination of Parallel Factor and Independent Component Analysis", Signal Processing, vol. 92, Jul. 2012, pp. 2990-2999. De Vos M., Ries S., Vanderperren K., Vanrumste B.. Alario F-X., Van Huffel S. and Burle B., "Removal of muscle artifacts from EEG recordings of spoken language production", Neuroinformatics, vol. 8, no. 2, Jun. 2010, pp. 135-150. Ameye L., Valentin L., Testa A.C., Van Holsbeke C., Domali E., Van Huffel S., Vergote I., Bourne T., Timmerman D., "A scoring system to differentiate malignant from benign masses in specific ultrasound-based subgroups of adnexal masses", Ultrasound in Obstetrics and Gynecology, vol. 33, Jan. 2009, pp. 92-101. Komarov M.A., Osipov G.V., Suykens J.A.K., Rabinovich M.I., "Numerical studies of slow rhythms emergence in neural microcircuits: Bifurcations and stability", Chaos, Focus Issue: Nonlinear dynamics in cognitive and neural systems, vol. 19, no. 1, Mar. 2009, pp. 015107-. Komarov M.A., Osipov G.V., Suykens J.A.K., "Sequentially activated clusters in neural networks", Europhysics Letters, vol. 86, no. 6, Jun. 2009, pp. 60006-. De Brabanter K., De Brabanter J., Suykens J.A.K., De Moor B., "Optimized Fixed-Size Kernel Models for Large Data Sets", Computational Statistics & Data Analysis, vol. 54, no. 6, Jun. 2010, pp. 1484-1504. Barjas Blanco T., Cannon M., De Moor B., "On efficient computation of low-complexity controlled invariant sets for uncertain linear systems", International Journal of Control, vol. 83, no. 7, Jul. 2010, pp. 1339-1346. Van Holsbeke C., Van Calster B., Testa A.C., Domali E., Lu C., Van Huffel S., Valentin L., Timmerman D., "Prospective internal validation of mathematical models to predict malignancy in adnexal masses: results from the International Ovarian Tumor Analysis (IOTA) study", Clinical Cancer Research, vol. 15, no. 2, Jan. 2009, pp. 684-691. Cornelis B., Doclo S., Van den Bogaert T., Moonen M., Wouters J., "Theoretical analysis of binaural multi-microphone noise reduction techniques", IEEE Transactions on audio, speech and language processing, vol. 18, no. 2, Feb. 2010, pp. 342-355. Suykens J.A.K., Osipov G.V., "Introduction to Focus Issue: Synchronization in Complex Networks", Chaos, Focus Issue: Synchronization in Complex Networks, vol. 18, no. 3, Sep. 2008, pp. 037101 -. Necoara I., Suykens J.A.K., "Interior-Point Lagrangian Decomposition Method for Separable Convex Optimization", Journal of Optimization Theory and Applications, vol. 143, no. 3, Dec. 2009, pp. 567-588. Comon P., ten Berge J.M.F., De Lathauwer L., Castaing J., "Generic and Typical Ranks of Multi-Way Arrays", Linear Algebra and Applications, vol. 430, no. 11-12, Jun. 2009, pp. 2997-3007. Nion D., De Lathauwer L., "Block Component Model Based Blind DS-CDMA Receivers", IEEE Transaction on Signal Processing, vol. 56, no. 11, Nov. 2008, pp. 5567-5579. Van Belle V., Pelckmans K., Suykens J.A.K., Van Huffel S., "Additive survival least squares support vector machines", Statistics in Medicine, vol. 29, no. 2, Jan. 2010, pp. 296 - 308. Hallez H., De Vos M., Vanrumste B., Van Hese P., Assecondi S., Van Laere K., Dupont P., Van Paesschen W., Van Huffel S., Lemahieu I., "Removing muscle and eye artifacts using blind source separation techniques in ictal EEG source imaging", Clinical Neurophysiology, vol. 120, Dec. 2008, pp. 1262-1272. Ishteva M., De Lathauwer L., Absil P.-A., Van Huffel S., "Differential-geometric Newton method for the best rank-(R1,R2,R3) approximation of tensors", Numerical Algorithms, Tributes to Gene H. Golub Part II, vol. 51, no. 2, Jun. 2009, pp. 179-194. Imsland L., Rossiter J.A., Pluymers B., Suykens J.A.K., "Robust triple mode MPC", International Journal of Control, vol. 81, no. 4, Apr. 2008, pp. 679-689. Vertommen J., Janssens F., De Moor B., Duflou J. R., "Multiple-vector user profiles in support of knowledge sharing", Information Sciences, vol. 178, no. 17, Sep. 2008, pp. 3333-3346. Mihalyi A., Gevaert O., Kyama C., Simsa P., Pochet N., De Smet F., De Moor B., Meuleman C., Billen J., Blanckaert N., Vodolazkaia A., Fulop V., D'Hooghe T., "Non-invasive diagnosis of endometriosis based on a combined analysis of six plasma biomarkers", Human Reproduction, vol. 25, no. 3, 2010, pp. 654-664. Timmerman D., Testa A.C., Bourne T., Ameye L., Jurkovic D., Van Holsbeke C., Paladini D., Van Calster B., Vergote I., Van Huffel S., Valentin L., "Simple ultrasound-based rules for the diagnosis of ovarian cancer", Ultrasound in Obstetrics and Gynecology, vol. 31, no. 6, May 2008, pp. 681-690. Absil P.-A., Ishteva M., De Lathauwer L., Van Huffel S., "A geometric Newton method for Oja's vector field", Neural Computation, vol. 21, no. 5, May 2009, pp. 1415-1433. Barbe A., "Necessity from Chance: Self-organized Replication of Symmetric Patterns through Symmetric Random Interactions", Int. J. Bifurcation and Chaos, vol. 19, no. 4, 2009, pp. 1185-1225. Luts J., Laudadio T., Idema A.J., Simonetti A.W., Heerschap A., Vandermeulen D., Suykens J.A.K., Van Huffel S., "Nosologic imaging of the brain: segmentation and classification using MRI and MRSI", NMR in Biomedicine, vol. 22, no. 4, May 2009, pp. 374-390. Komarov M.A., Osipov G.V., Suykens J.A.K., "Variety of Synchronous Regimes in Neuronal Ensembles", Chaos, Focus Issue: Synchronization in Complex Networks, vol. 18, no. 3, Sep. 2008, pp. 037121 -. Belykh V.N., Osipov G.V., Petrov V.S., Suykens J.A.K., Vandewalle J., "Cluster synchronization in oscillatory networks", Chaos, Focus Issue: Synchronization in Complex Networks, vol. 18, no. 3, Sep. 2008, pp. 037106-. Necoara I., Suykens J.A.K., "Application of a smoothing technique to decomposition in convex optimization", IEEE Transactions on Automatic Control, vol. 53, no. 11, Dec. 2008, pp. 2674-2679. Alzate C., Suykens J. A. K., "Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 2, Feb. 2010, pp. 335-347. Bonilla J., Diehl M., Logist F., De Moor B., Van Impe J., "A convexity-based homotopy method for nonlinear optimization in model predictive control", Optimal control applications & methods, vol. 31, no. 5, 2010, pp. 393-414. Willems J., "Behaviors described by rational functions and the parametrization of the stabilizing controllers", Springer Verlag Lecture Notes in Control and Information Sciences, Recent Advantages in Learning and Control, (Blondel V., Boyd S., Kimura H. eds.), Festschrift on the occasion of the 60-th birthday of M. Vidyasagar, vol. 371, 2008. Willems J., "Recursive computation of the MPUM", Springer Verlag Lecture Notes in Control and Information Sciences, Modeling, Estimation and Control, (Chiuso A., Ferrante A., Pinzoni S. eds.), Festschrift on the occasion of the 65-th birthday of Giorgio Picci, vol. 364, 2007, pp. 329-344. Van Calster B., Condous G., Kirk E., Bourne T., Timmerman D., Van Huffel S., "An application of methods for the probabilistic three-class classification of pregnancies of unknown location", Artificial Intelligence in Medicine, vol. 46, no. 2, Jun. 2009, pp. 139-154. De Lathauwer L., Castaing J., "Blind Identification of Underdetermined Mixtures by Simultaneous Matrix Diagonalization", IEEE Transactions on Signal Processing, vol. 56, no. 3, Mar. 2008, pp. 1096-1105. De Lathauwer L., de Baynast A., "Blind Deconvolution of DS-CDMA Signals by Means of Decomposition in Rank-(1,L,L) Terms", IEEE Transactions on Signal Processing, vol. 56, no. 4, Apr. 2008, pp. 1562-1571. Nion D., De Lathauwer L., "An Enhanced Line Search Scheme for Complex-Valued Tensor Decompositions. Application in DS-CDMA.", Signal Processing, vol. 88, no. 3, Mar. 2008, pp. 749-755. Xavier de Souza S., Suykens J.A.K., Vandewalle J., Bolle D., "Coupled Simulated Annealing", IEEE Transactions on Systems, Man, and Cybernetics - Part B, vol. 40, no. 2, Apr. 2010, pp. 320 - 335. Ishteva M., De Lathauwer L., Absil P.-A., Van Huffel S., "Dimensionality reduction for higher-order tensors: algorithms and applications", International Journal of Pure and Applied Mathematics, vol. 42, no. 3, Mar. 2008, pp. 337-343. Le Nir V., Moonen M., Verlinden J., Guenach M., "Optimal power allocation for downstream xDSL with per-modem total power constraints : Broadcast Channel Optimal Spectrum Balancing (BC-OSB)", IEEE Transactions on Signal Processing, vol. 57, no. 2, Feb. 2009, pp. 690-697. Ojeda F., Suykens J.A.K, De Moor B., "Low rank updated LS-SVM classifiers for fast variable selection", Neural Networks, Special Issue on Advances in Neural Networks Research: IJCNN 2007, vol. 21, no. 2-3, Mar.-Apr. 2008, pp. 437-449. Janssens F., Glanzel W., De Moor B., "A hybrid mapping of information science", Scientometrics, vol. 75, no. 3, Jun. 2008, pp. 607-631. Boets J., De Cock K., De Moor B., "A mutual information based distance for multivariate Gaussian processes", Lecture Notes in Control and Information Sciences, vol. 364, 2007, pp. 15-33. Alzate C., Suykens J. A. K., "A Regularized Kernel CCA Contrast Function for ICA", Neural Networks, Special Issue on Advances in Neural Networks Research: IJCNN 07, vol. 21, no. 2-3, Mar.-Apr. 2008, pp. 170-181. Tsiaflakis P., Diehl M., Moonen M., "Distributed Spectrum Management Algorithms for Multiuser DSL Networks", IEEE Transactions on Signal Processing, vol. 56, no. 10, Oct. 2008, pp. 4825-4843. Vanluyten B., Willems J.C., De Moor B., "Equivalence of State Representations for Hidden Markov Models", Systems & Control letters, vol. 57, no. 5, 2008, pp. 410-419. Agudelo M., Baes M., Espinosa J., Diehl M., De Moor B., "Positive Polynomial Constraints for POD-based Model Predictive Controllers", IEEE Transactions on Automatic Control, Special Issue on Positive Polynomials in Control, vol. 54, no. 5, May 2009, pp. 988-999. Ferreau H.J., Ortner P., Langthaler P., del Re L., Diehl M., "Predictive Control of a Real-World Diesel Engine using an Extended Online Active Set Strategy", Annual Reviews in Control, vol. 31, no. 2, Dec. 2007, pp. 293-301. De Lathauwer L., Nion D., "Decompositions of a Higher-Order Tensor in Block Terms --- Part III: Alternating Least Squares Algorithms", SIAM Journal on Matrix Analysis and Applications, Special Issue on Tensor Decompositions and Applications, vol. 30, no. 3, Sep. 2008, pp. 1067-1083. De Lathauwer L., "Decompositions of a Higher-Order Tensor in Block Terms --- Part II: Definitions and Uniqueness", SIAM Journal on Matrix Analysis and Applications, Special Issue on Tensor Decompositions and Applications, vol. 30, no. 3, Sep. 2008, pp. 1033-1066. De Lathauwer L., "Decompositions of a Higher-Order Tensor in Block Terms --- Part I: Lemmas for Partitioned Matrices", SIAM Journal on Matrix Analysis and Applications, Special Issue on Tensor Decompositions and Applications, vol. 30, no. 3, Sep. 2008, pp. 1022-1032. Ferreau H.J., Bock H.G., Diehl M., "An online active set strategy to overcome the limitations of explicit MPC", International Journal of Robust and Nonlinear Control, vol. 18, no. 8, May 2008, pp. 816-830. Van Holsbeke C., Van Calster B., Valentin L., Testa A.C., Ferrazzi E., Dimou I., Lu C., Moerman P., Van Huffel S., Vergote I., Timmerman D., "External validation of mathematical models to distinguish between benign and malignant adnexal tumors: a multicenter study by the International Ovarian Tumor Analysis Group", Clinical Cancer Research, vol. 13, no. 15, Aug. 2007, pp. 4440-4447. Garcia-Gomez J.M., Tortajada S., Vidal C., Julia-Sape M., Luts J., Van Huffel S., Arus C., Robles M., "The effect of combining two echo times in automatic brain tumour classification by Magnetic Resonance Spectroscopy", NMR in Biomedicine, vol. 21, no. 10, Sep. 2008, pp. 1112-1125. Debruyne M., Hubert M., Suykens J.A.K., "Model Selection in Kernel Based Regression using the Influence Function", Journal of Machine Learning Research, vol. 9, Oct. 2008, pp. 2377-2400. Vanluyten B., Willems J.C., De Moor B., "Structured Nonnegative Matrix Factorization with Applications to Hidden Markov Realization and Clustering", Linear Algebra and its applications, vol. 429, no. *, 2008, pp. 1409-1424. van Waterschoot T., Moonen M., "Comparison of linear prediction models for audio signals", EURASIP Journal on Audio, Speech, and Music Processing, vol. 2008, no. Article ID 706935, Dec. 2008, pp. 1-24. Luts J., Heerschap A., Suykens J.A.K., Van Huffel S., "A combined MRI and MRSI based Multiclass System for Brain Tumour Recognition using LS-SVMs with Class Probabilities and Feature Selection", Artificial Intelligence in Medicine, vol. 40, no. 2, Jun. 2007, pp. 87-102. Suykens J.A.K., "Data Visualization and Dimensionality Reduction using Kernel Maps with a Reference Point", IEEE Transactions on Neural Networks, vol. 19, no. 9, Sep. 2008, pp. 1501-1517. Willems J.C., "System interconnection", Springer Verlag, Analysis and Design of Nonlinear Control Systems, (Astolfi A., Marconi L. eds.), Festschrift on the occasion of the 65-th birthday of Alberto Isidori, 2008, pp. 25-40. Willems J.C, Pillai H.K., "Storage functions for systems described by PDE's", Constructive Algebra and Systems Theory (Hanzon B., and Hazewinkel M., eds.), Royal Netherlands Academy of Arts and Sciences Proceedings, vol. 53, Jan. 2006, pp. 193-204. Willems J.C., "Thoughts on system identification", Control of Uncertain Systems: Modelling, Approximation, and Design (Francis B.A., Smith M., and Willems J.C. eds.), Springer Verlag Lecture Notes in Control and Information Sciences, Festschrift on the occasion of the 60-th birthday of Keith Glover, vol. 329, Apr. 2006, pp. 389-416. Willems J.C., "The behavioral approach to open and interconnected systems", Control Systems Magazine, vol. 27, Dec. 2007, pp. 46-99. Willems J.C., "Dissipative dynamical systems", European Journal of Control, vol. 13, 2007, pp. 134-151. Willems J.C., "In control, almost from the beginning until the day after tomorrow", European Journal of Control, vol. 13, 2007, pp. 71-81. Bisiacco M., Valcher M.E., Willems J. C., "A behavioral approach to estimation and dead beat observer design with application to state-space models", IEEE Transactions on Automatic Control, vol. 51, Nov. 2006, pp. 1787-1797. Van Herpe T., Espinoza M., Haverbeke N., De Moor B., Van den Berghe G., "Glycemia prediction in critically ill patients using an adaptive modeling approach", Journal of Diabetes Science and Technology, vol. 1, no. 3, May 2007, pp. 348-356. Sima D., Van Huffel S., "Level choice in truncated total least squares", Computational Statistics and Data Analysis, vol. 52, no. 2, Oct. 2007, pp. 1103-1118. Le Nir V., Moonen M., Verlinden J., Guenach M., "Full vectoring optimal power allocation in xDSL channels under per-modem power constraints and spectral mask constraints", IEEE Transactions on Communications, vol. 57, no. 1, Jan. 2009, pp. 194-202. Hillier D., Gunel S., Suykens J.A.K., Vandewalle J., "Partial synchronization in oscillator arrays with asymmetric coupling", International Journal of Bifurcation and chaos, vol. 17, no. 11, Nov. 2007, pp. 4177 - 4185. Debruyne M., Christmann A., Hubert M., Suykens J.A.K., "Robustness of reweighted least squares kernel based regression", Journal of Multivariate Analysis, vol. 101, no. 2, Feb. 2010, pp. 447-463. Hostens E., Dehaene J., De Moor B., "Stabilizer state breeding", Physical Review A, vol. 74, no. 062318, Dec. 2006, pp. . Pochet N.L.M.M., Suykens J.A.K., "Support vector machines versus logistic regression: improving prospective performance in clinical decision-making", Ultrasound in Obstetrics & Gynecology, Opinion, vol. 27, no. 6, Jun. 2006, pp. 607-608. Gillijns S., De Moor B., "Unbiased Minimum-Variance Input and State Estimation for Linear Discrete-Time Systems with Direct Feedthrough", Automatica, vol. 43, no. 5, May 2007, pp. 934-937. Van Calster B., Timmerman D., Lu C., Suykens J.A.K., Valentin L., Van Holsbeke C., Amant F., Vergote I., Van Huffel S., "Preoperative diagnosis of ovarian tumors using Bayesian kernel-based methods", Ultrasound in Obstetrics and Gynecology, vol. 29, no. 5, May 2007, pp. 496-504. Van Calster B., Timmerman D., Nabney I.T., Valentin L., Van Holsbeke C., Vergote I., Van Huffel S., "Using Bayesian neural networks with ARD input selection to detect malignant ovarian masses prior to surgery", Neural Computing and Applications, vol. 17, no. 5-6, Sep. 2008, pp. 489-500. Espinoza M., Suykens J.A.K., Belmans R., De Moor B., "Electric Load Forecasting - Using kernel based modeling for nonlinear system identification", IEEE Control Systems Magazine, Special Issue on Applications of System Identification, vol. 27, no. 5, Oct. 2007, pp. 43-57. Schuermans M., Markovsky I., Van Huffel S., "An adapted version of the Element-wise Weighted TLS method for applications in chemometrics", Chemometrics and Intelligent Laboratory Systems, vol. 85, no. 1, Jan. 2007, pp. 40-46. Van Herpe T., Espinoza M., Pluymers B., Goethals I., Wouters P., Van den Berghe G., and De Moor B., "An adaptive input output modeling approach for predicting the glycemia of critically ill patients", Physiological Measurement, vol. 27, Sep. 2006, pp. 1057-1069. Pelckmans K., De Brabanter J., Suykens J.A.K., De Moor B., "Least Conservative Support and Tolerance Tubes", IEEE Transactions on Information Theory, vol. 55, no. 8, Aug. 2009, pp. 3799-3806. Pelckmans K., Suykens J.A.K., De Moor B., "A convex Approach to Validation-based Learning of the Regularization Constant", IEEE Transactions on Neural Networks, vol. 18, no. 3, May 2007, pp. 917-920. Willems J. C., Takaba K., "Dissipativity and stability of interconnections", International Journal of Robust and Nonlinear Control, vol. 17, 2007, pp. 563-586. De Lathauwer L., Castaing J., Cardoso J.-F., "Fourth-Order Cumulant Based Blind Identification of Underdetermined Mixtures", IEEE Transactions on Signal Processing, vol. 55, no. 6, Jun. 2007, pp. 2965-2973. Hostens E., Dehaene J., De Moor B., "Asymptotic adaptive bipartite entanglement distillation protocol", Physical Review A, vol. 73, no. 062337, Jun. 2006, pp. . Wan Z., Pluymers B., Kothare M.V., De Moor B., "Comments on Efficient Robust Constrained Model Predictive Control with A Time Varying Terminal Constraint Set'' [Systems & Control Letters 48 (2003) 375-383]", Systems and Control Letters, vol. 55, no. 7, Jul. 2006, pp. 618-621. Gillijns S., De Moor B., "Model Error Estimation in Ensemble Data Assimilation", Nonlinear Processes in Geophysics, vol. 14, Jan. 2007, pp. 59-71. Alzate C., Suykens J.A.K., "Kernel Component Analysis using an Epsilon Insensitive Robust Loss Function", IEEE Transactions on Neural Networks, vol. 19, no. 9, Sep. 2008, pp. 1583-1598. Rombouts G., van Waterschoot T., Moonen M., "Robust and Efficient Implementation of the PEM-AFROW Algorithm for Acoustic Feedback Cancellation", Journal of the Audio Engineering Society, vol. 55, no. 11, Nov. 2007, pp. 955-966. Laudadio T., Martinez-Bisbal M.C., Celda B., Van Huffel S., "Fast nosological imaging of 2DTSI brain data using Canonical Correlation Analysis", NMR in Biomedicine, vol. 24, no. 4, 2007, pp. 311-321. Valentin L., Ameye L., Testa F., Lecuru F., Bernard J.P., Paladini D., Van Huffel S., Timmerman D., "Ultrasound characteristics of different types of adnexal malignancies", Gynecologic Oncology, vol. 102, no. 1, Jul. 2006, pp. 41-48. Mastronardi N., Schuermans M., Van Barel M., Vandebril R., Van Huffel S., "A Lanczos-like reduction of symmetric structured matrices into semiseparable ones", Calcolo, vol. 42, no. 3-4, Aug. 2005, pp. 227-241. Sima D., Van Huffel S., "Separable nonlinear least squares fitting with linear bound constraints and its application in magnetic resonance spectroscopy data quantification", Journal of Computational and Applied Mathematics, vol. 203, no. 1, Jun. 2007, pp. 264--278. Markovsky I. and Van Huffel S., "Left vs right representations for solving weighted low rank approximation problems", Linear Algebra and Its Applications, vol. 422, Mar. 2007, pp. 540-552. Gillijns S., De Moor B., "Unbiased Minimum-Variance Input and State Estimation for Linear Discrete-Time Systems", Automatica, vol. 43, Jan. 2007, pp. 111-116. Hostens E., Dehaene J., De Moor B., "Hashing protocol for distilling multipartite Calderbank-Shor-Steane states", Physical Review A, vol. 73, no. 042316, Apr. 2006, pp. . Janssens F., Leta J., Glanzel W., De Moor B., "Towards Mapping Library and Information Science", Information Processing & Management, Special Issue on Informetrics, vol. 42, no. 6, Dec. 2006, pp. 1614-1642. Vanluyten B., Willems J.C., De Moor B., "Recursive Filtering using Quasi-Realizations", Lecture Notes in Control and Information Sciences, vol. 341, Aug. 2006, pp. 367-374. van Waterschoot T., Rombouts G., Moonen M., "Optimally Regularized Adaptive Filtering Algorithms for Room Acoustic Signal Enhancement", Signal Processing, vol. 88, no. 3, Mar. 2008, pp. 594-611. Gevaert O., De Smet F., Kirk E., Van Calster B., Bourne T., Van Huffel S., Moreau Y., Timmerman D., De Moor B and Condous G., "Predicting the outcome of pregnancies of unknown location: Bayesian networks with expert prior information compared to logistic regression", Human Reproduction, vol. 21, no. 7, Jul. 2006, pp. 1824-1831. Valentin L., Ameye L., Jurkovic D., Metzger U., L'Ecuru F., Van Huffel S., Timmerman D., "Which extrauterine pelvic masses are difficult to correctly classify as benign or malignant on the basis of ultrasound findings, and is there a way of making a correct diagnosis ?", Ultrasound in Obstetrics and Gynecology, vol. 27, no. 4, Apr. 2006, pp. 438-444. van Waterschoot T., Rombouts G., Verhoeve P., Moonen M., "Double-Talk-Robust Prediction Error Identification Algorithms for Acoustic Echo Cancellation", IEEE Transactions on Signal Processing, vol. 55, no. 3, Mar. 2007, pp. 846-858. Van den Bulcke T., Van Leemput K., Naudts B., van Remortel P., Ma H., Verschoren A., De Moor B., Marchal K., "SynTReN: a generator of synthetic gene expression data for design and analysis of structure learning algorithms", BMC Bioinformatics, vol. 7, no. 43, Jan. 2006, pp. 7-43. Barbe A., von Haeseler F., "Correlation and Spectral Properties of Multidimensional Thue-Morse Sequences", International Journal of Bifurcation and Chaos in Applied Science and Engineering, vol. 17, no. 4, Apr. 2007, pp. 1265-1303. Condous G., Van Calster B., Kirk E., Haider Z., Timmerman D., Van Huffel S., Bourne T., "Clinical information does not improve the performance of mathematical models in predicting the outcome of pregnancies of unknown location.", Fertility and Sterility, vol. 88, no. 3, Sep. 2007, pp. 572-580. Boyer R., De Lathauwer L., Abed-Meraim K., "Higher Order Tensor-Based Method for Delayed Exponential Fitting", IEEE Trans. Signal Processing, vol. 55, no. 6, Jun. 2007, pp. 2795-2809. Schuermans M., Lemmerling P., De Lathauwer L., Van Huffel S., "The use of total least squares data fitting in the shape from moments problem", Signal Processing, vol. 86, no. 5, May 2006, pp. 1109-1115. Papy J.M., De Lathauwer L., Van Huffel S., "A shift invariance-based order selection technique for the exponential data modelling", IEEE Signal Processing Letters, vol. 14, no. 7, Jul. 2007, pp. 473-476. Kukush A., Markovsky I., Van Huffel S., "Estimation in a linear multivariate measurement error model with a change point in the data", Computational Statistics and Data Analysis, vol. 52, 2007, pp. 1167-1182. Shklyar S., Kukush A., Markovsky I., Van Huffel S., "On the conic section fitting problem", Journal of Multivariate Analysis, vol. 98, no. 3, Mar. 2007, pp. 588-624. Van den Nest M., Dehaene J., De Moor B., "Finite set of invariants to characterize local Clifford equivalence of stabilizer states", Physical Review A, vol. 72, May 2005, pp. 014307-. Van den Nest M., Dehaene J., De Moor B., "Local unitary versus Local Clifford equivalence of stabilizer states", Physical Review A, vol. 71 , Mar. 2005, pp. 062323-. Laudadio T., Pels P., De Lathauwer L., Van Hecke P., Van Huffel S., "Tissue segmentation and classification of MRSI data using Canonical Correlation Analysis", Magnetic Resonance in Medicine, vol. 54, Nov. 2005, pp. 1519-1529. Haesen E., Espinoza M., Pluymers B., Goethals I., Thong V., Driesen J., Belmans R., De Moor B., "Optimal Placement and Sizing of Distributed Generator Units using Genetic Optimization Algorithms", Electrical Power Quality and Utilisation Journal, vol. 11, no. 1, Jul. 2005, pp. 97-104. Yalcin M.E., Suykens J.A.K., "Spatiotemporal pattern formation on the ACE16k CNN chip", International Journal of Bifurcation and Chaos, vol. 16, no. 5, 2006, pp. 1537-1546. Pelckmans K., De Brabanter J., Suykens J.A.K, De Moor B., "Handling Missing Values in Support Vector Machine Classifiers", Neural Networks, vol. 18, 2005, pp. 684-692. De Lathauwer L., Castaing J., "Tensor-Based Techniques for the Blind Separation of DS-CDMA Signals", Signal Processing, Special Issue on Tensor Signal Processing, vol. 87, no. 2, Feb. 2007, pp. 322-336. De Smet F., De Brabanter J., Konstantinovic M.L., Pochet N., Van den Bosch T., Moerman P., De Moor B., Vergote I., Timmerman D., "New models to predict depth of infiltration in endometrial carcinoma based on transvaginal sonography", Ultrasound in Obstetrics and Gynecology, vol. 27, no. 6, May 2006, pp. 664-671. Condous G., Van Calster B., Kirk E., Haider Z., Timmerman D., Van Huffel S., Bourne T., "Prediction of ectopic pregnancy in women with a pregnancy of unknown location.", Ultrasound in Obstetrics and Gynecology, vol. 29, no. 6, Jun. 2007, pp. 680-687. Markovsky I., Van Huffel S., "Overview of total least squares methods", Signal Processing, Special Issue on Total Least Squares and Errors-in-Variables Modeling, vol. 87, no. 10, Oct. 2007, pp. 2283-2302. Boets J., De Cock K., Espinoza M., De Moor B., "Clustering time series, subspace identification and cepstral distances", Communications in Information and Systems, Special Issue Dedicated to the 70th Birthday of Thomas Kailath: Part I, vol. 5, no. 1, 2005, pp. 69-96. Hoegaerts L., De Lathauwer L., Goethals I., Suykens J.A.K., Vandewalle J., De Moor B., "Efficiently Updating and Tracking the Dominant Kernel Principal Components", Neural Networks, vol. 20, no. 2, Mar. 2007, pp. 220-229. Stegeman A., ten Berge J.M.F., De Lathauwer L., "Sufficient conditions for uniqueness in Candecomp/Parafac and Indscal with random component matrices", Psychometrika, vol. 71, no. 2, Jun. 2006, pp. 219-229. Sima D., Van Huffel S., "Regularized semiparametric model identification with application to NMR signal quantification with unknown macromolecular baseline", Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol. 68, no. 3, Jun. 2006, pp. 383-409. Sima D., Van Huffel S., "A class of template splines", Computational Statistics & Data Analysis, vol. 50, no. 12, Aug. 2006, pp. 3486-3499. Van den Bosch T., Van Schoubroeck D., Ameye L., Van Huffel S., Timmerman D., "Ultrasound examination of the endometrium before and after Pipelle endometrial sampling", Ultrasound in Obstetrics and Gynecology, vol. 26, no. 3, Sep. 2005, pp. 283-286. Timmerman D., Testa A.C., Bourne T., Ferrazzi E., Ameye L., Konstantinovic M.L., Van Calster B., Collins W.P., Vergote I., Van Huffel S., Valentin L., "Logistic regression model to distinguish between the benign and malignant adnexal mass before surgery: a multicenter study by the International Ovarian Tumor Analysis Group", Journal of Clinical Oncology, vol. 23, no. 34, Dec. 2005, pp. 8794-8801. Barbe A., von Haeseler F., "Correlation and spectral properties of higher-dimensional paperfolding and rudin-shapiro sequences", J. Phys.A. : Math. Gen., vol. 38, 2005, pp. 2599-2622. Glenisson P., Gl?nzel W., Janssens F., De Moor B., "Combining full-text and bibliometric information in mapping scientific disciplines", Information Processing and Management, Special Issue on Informetrics, vol. 41, no. 6, Dec. 2005, pp. 1548-1572. Rapisarda P., Willems J.C., "Conserved- and zero-mean quadratic quantities in oscillatory systems", Math. of Systems, Signals, and Control, vol. 17, Aug. 2005, pp. 173-200. Pochet N.L.M.M., Janssens F.A.L., De Smet F., Marchal K., Suykens J.A.K., De Moor B.L.R., "M@CBETH: a microarray classification benchmarking tool", Bioinformatics, vol. 21, no. 14, Jul. 2005, pp. 3185-3186. Lu C., Devos A., Suykens J.A.K., Arus C., Van Huffel S., "Bagging linear sparse Bayesian learning models for variable selection in cancer diagnosis", IEEE Transactions on information technology in biomedicine, vol. 11, no. 3, May 2007, pp. 338-347. Schuermans M., Markovsky I., Wentzell P. D. and Van Huffel S., "On the equivalence between Total Least Squares and Maximum Likelihood PCA", Analytica Chimica Acta, vol. 544, no. 1-2, Jul. 2005, pp. 254-267. Maerivoet S., De Moor B., "Non-concave fundamental diagrams and phase transitions in a stochastic traffic cellular automaton", The European Physics Journal B - Condensed Matter Physics, vol. 42, no. 1, Nov. 2004, pp. 131--140. Pluymers B., Roobrouck L., Buijs J., Suykens J.A.K., De Moor B., "Constrained Linear MPC with Time-Varying Terminal Cost using Convex Combinations", Automatica, vol. 41, no. 5, May 2005, pp. 831-837. Van den Nest M., Dehaene J., De Moor B., "The invariants of the local Clifford group", Physical Review A, vol. 71, no. \, Feb. 2005, pp. 022310-. Van den Nest M., Dehaene J., De Moor B., "Efficient algorithm to recognize local Clifford equivalence of graph states", Physical Review A, vol. 70, no. \, Aug. 2004, pp. 034302-. Rombouts G., van Waterschoot T., Struyve K., Moonen M., "Acoustic Feedback Cancellation for Long Acoustic Paths Using a Nonstationary Source Model", IEEE Transactions on Signal Processing, vol. 54, no. 9, Sep. 2006, pp. 3426-3434. Barbe A., von Haeseler F., "Correlation functions of Higher-Dimensional automatic sequences", Journal Physics A : Math. Gen., vol. 37, 2004, pp. 10879-10898. Hostens E., Dehaene J., De Moor B., "Stabilizer states and Clifford operations for systems of arbitrary dimensions, and modular arithmetic", Physical Review A, vol. 71, no. 042315, Apr. 2005, pp. . Espinoza M., Joye C., Belmans R., De Moor B., "Short-Term Load Forecasting, Profile Identification and Customer Segmentation: A Methodology based on Periodic Time Series.", IEEE Transactions on Power Systems, vol. 20, no. 3, Aug. 2005, pp. 1622-1630. Van Gestel T., Espinoza M., Baesens B., Suykens J.A.K, Brasseur C., De Moor B., "A Bayesian Nonlinear Support Vector Machine Error Correction Model", Journal of Forecasting, vol. 25, no. 2, Mar. 2006, pp. 77-100. Pelckmans K., Suykens J.A.K., De Moor B., "Building Sparse Representations and Structure Determination on LS-SVM Substrates", Neurocomputing, Special Issue, vol. 64, Mar. 2005, pp. 137-159. Goethals I., Pelckmans K., Suykens J.A.K., De Moor B., "Subspace Identification of Hammerstein Systems using Least Squares Support Vector Machines", IEEE Transactions on Automatic Control, Special Issue on System Identification, vol. 50, no. 10, Oct. 2005, pp. 1509- 1519. Morales L., Neven P., Timmerman D., Christiaens M.-R., Vergote I., Van Limbergen E., Carbonez A., Van Huffel S., Ameye L., Paridaens R., "Acute effects of tamoxifen and third generation aromatase inhibitors on menopausal symptoms of breast cancer patients", Anti-Cancer Drugs, vol. 15, no. 8, Sep. 2004, pp. 753-760. Espinoza M., Suykens J.A.K., De Moor B., "Kernel Based Partially Linear Models and Nonlinear Identification", IEEE Transactions on Automatic Control, Special Issue on System Identification, vol. 50, no. 10, Oct. 2005, pp. 1602-1606. Pelckmans K., Espinoza M., De Brabanter J., Suykens J.A.K., De Moor B., "Primal-Dual Monotone Kernel Regression", Neural Processing Letters, vol. 22, no. 2, Oct. 2005, pp. pp. 171-182. Markovsky I., Van Huffel S., "High-performance numerical algorithms and software for structured total least squares", Journal of Computational and Applied Mathematics, vol. 180, no. 2, Jun. 2005, pp. 311-331. Willems J.C., Rapisarda P., Markovsky I., De Moor B., "A note on persistency of excitation", Systems & Control Letters, vol. 54, no. 4, Apr. 2005, pp. 325-329. Papy J.M., De Lathauwer L., Van Huffel S., "Common pole estimation in the multi-channel exponential data modelling", Signal Processing, vol. 86, 2006, pp. 846-858. De Lathauwer L., "A link between the canonical decomposition in multilinear algebra and simultaneous matrix diagonalization", SIAM Journal on Matrix Analysis and Applications, vol. 28, no. 3, Dec. 2006, pp. 642-666. Pluymers B., Suykens J.A.K., De Moor B., "Min-Max feedback MPC using a time-varying terminal constraint set and comments on 'efficient robust constrained model predictive control with a time-varying terminal constraint set'", Systems and Control Letters, vol. 54, no. 12, Dec. 2005, pp. 1143-1148. Van den Nest M., Dehaene J., De Moor B., "Local invariants of stabilizer codes", Physical Review A, vol. 70, no. \, Sep. 2004, pp. 034302-. Barrero O. Bernstein D. S., and De Moor B., "Data Assimilation for Magneto-Hydrodynamics Systems", Journal of Computational and Applied Mathematics, vol. 189, 2006, pp. 242-253. Papy J.M., De Lathauwer L., Van Huffel S., "Exponential data fitting using multilinear algebra: the decimative case", Journal of Chemometrics, Special Issue in Honor of Professor Richard A. Harshman, vol. 23, no. 7-8, Jul.-Aug. 2009, pp. 341-351. Markovsky I., Willems J.C., Van Huffel S., De Moor B., Pintelon R., "Application of structured total least squares for system identification and model reduction", IEEE Transactions on Automatic Control, Special Issue on System Identification: Linear vs Nonlinear, vol. 50, no. 10, Oct. 2005, pp. 1490-1500. Hermoye L., Annet L., Lemmerling Ph., Peeters F., Jamar F., Gianello P., Van Huffel S., Van Beers B.E., "Calculation of the renal perfusion and glomerular filtration rate from the renal impulse response obtained with MRI", Magnetic Resonance in Medicine, vol. 51, 2004, pp. 1017-1025. Goethals I., Pelckmans K., Suykens J.A.K., De Moor B., "Identification of MIMO Hammerstein Models using Least Squares Support Vector Machines", Automatica, vol. 41, no. 7, Jul. 2005, pp. 1263-1272. Pelckmans K., De Brabanter J., Suykens J.A.K., De Moor B., "The differogram : Nonparametric noise variance estimation and its use for model", Neurocomputing, Special Issue on Signal Processing, vol. 69, no. 1-3, Dec. 2005, pp. 100-122. Markovsky I., Willems J.C., Rapisarda P., De Moor B., "Algorithms for deterministic balanced subspace identification", Automatica, vol. 41, no. 5, May 2005, pp. 755-766. Morales L., Neven P., Timmerman D., Konstantinovic M.L., Vergote I., Christiaens M.R., Van Limbergen E., Weltens C., Carbonez A., Van Huffel S., Ameye L., Paridaens R., "Menopausal symptoms and uterine changes in postmenopausal breast cancer patients receiving tamoxifen or third generation aromatase inhibitors", European Journal of Cancer Supplements, vol. 2, no. 9, Dec. 2004, pp. 19-21. Papy J.M., De Lathauwer L., Van Huffel S., "Exponential data fitting using multilinear algebra. The single-channel and the multichannel case.", Numerical Linear Algebra and Applications, vol. 12, no. 8, Oct. 2005, pp. 809-826. Pelckmans K., Suykens J.A.K., De Moor B., "Additive regularization Trade-off : Fusion of Training and Validation levels in Kernel Methods", Machine Learning, vol. 62, no. 3, Mar. 2006, pp. 217-252. Markovsky I., De Moor B., "Linear dynamic filtering with noisy input and output", Automatica, vol. 41, no. 1, Jan. 2005, pp. 167--171. Devos A., Simonetti A.W., van der Graaf M., Lukas L., Suykens J.A.K., Vanhamme L., Buydens L.M.C., Heerschap A., Van Huffel S., "The use of multivariate MR Imaging Intensities versus metabolic data from MR Spectroscopic Imaging for MR spectroscopic imaging for brain tumour classification", Journal of Magnetic Resonance, vol. 173, no. 2, Apr. 2005, pp. 218-228. Van den Nest M., Dehaene J., De Moor B., "Graphical description of the action of local Clifford operations on graph states", Virtual Journal of Quantum Information, www.vjquantuminfo.org, vol. 4, no. 3, Mar. 2004, pp. . Van den Nest M., Dehaene J., De Moor B., "Graphical description of the action of local Clifford operations on graph states", Virtual Journal of Nanoscale Science & Technology, www.vjnano.org, vol. 9, no. 9, Mar. 2004, pp. . Van den Nest M., Dehaene J., De Moor B., "Graphical description of the action of local Clifford operations on graph states", Physical Review A, vol. 69, Feb. 2004, pp. 022316-022322. Pochet N., De Smet F., Suykens J.A.K., De Moor B., "Systematic benchmarking of micorarray data classification : assessing the role of nonlinearity and dimensionality reduction", Bioinformatics, vol. 20, no. 17, Nov. 2004, pp. 3185-3195. Hoegaerts L., Suykens J.A.K., Vandewalle J., De Moor B., "Subset based least squares subspace regression in RKHS", Neurocomputing, vol. 63, Jan. 2005, pp. 293-323. Markovsky I., Van Huffel S., Pintelon R., "Block-Toeplitz/Hankel structured total least squares", SIAM Journal on Matrix Analysis and Applications, vol. 26, no. 4, Jul. 2005, pp. 1083-1099. Devos A., Lukas L., Suykens J.A.K., Vanhamme L., Tate A.R., Howe F.A., Majos C., Moreno-Torres A., Van der Graaf M., Arus C., Van Huffel S., "Classification of brain tumours using short echo time 1H MRS spectra", Journal of Magnetic Resonance, vol. 170 , no. 1, Sep. 2004, pp. 164-175. De Lathauwer L., "First-Order Perturbation Analysis of the Best Rank-(R_1, R_2, R_3) Approximation in Multilinear Algebra", Journal of Chemometrics, TRICAP Special Issue (B. Rayens, Ed.), vol. 18, no. 1, Jan. 2004, pp. 2-11. De Lathauwer L., Vandewalle J., "Dimensionality reduction in higher-order signal processing and rank-(R_1, R_2,...,R_N) reduction in multilinear algebra", Linear Algebra and its Applications, Special Issue on Linear Algebra in Signal and Image Processing, vol. 391, Nov. 2004, pp. 31-55. Schuermans M., Lemmerling P., Van Huffel S., "Block-row Hankel Weighted Low Rank Approximation", Numerical Linear Algebra with Applications, vol. 13, no. 4, May 2006, pp. 293-302. Xavier de Souza S., Yalcin M.E., Suykens J.A.K., Vandewalle J., "Toward CNN Chip-specific robustness", IEEE Transactions on Circuits and Systems I : Regular Papers, Special Issue on CNN Technology and Active Wave Computing, vol. 51, no. 5, May 2004, pp. 892 - 902. Maerivoet S., De Moor B., "Cellular Automata Models of Road Traffic", Physics Reports, vol. 419, no. 1, Nov. 2005, pp. 1-64. Morren G., Wolf M., Lemmerling P., Wolf U., Choi J.H., Gratton E., De Lathauwer L., Van Huffel S., "Detection of fast neuronal signals in the motor cortex from functional near infrared spectroscopy measurements using independent component analysis", Medical and Biological Engineering and Computing, vol. 42, no. 1, Jan. 2004, pp. 92-99. Espinoza M., Suykens J.A.K., De Moor B., "Fixed-Size Least Squares Support Vector Machines : A large Scale application in electrical load forecasting", Computational Management Science , Special Issue on Support Vector Machines, vol. 3, no. 2, Apr. 2006, pp. 113-129. Yalcin M.E., Suykens J.A.K., Vandewalle J., "True Random Bit Generation from a Double Scroll Attractor", IEEE Transactions on Circuits and Systems I : Fundamental Theory and Applications, vol. 51, no. 7, Jul. 2004, pp. 1395-1404. Lukas L., Devos A., Suykens J.A.K., Vanhamme L., Howe F.A., Majos C., Moreno-Torres A., Van der Graaf M., Tate A.R., Arus C., Van Huffel S., "Brain Tumour Classification based on long echo proton MRS signals", Artificial Intelligence in Medicine, vol. 31, 2004, pp. 73-89. Laudadio T., Selen Y., Vanhamme L., Stoica P., Van Hecke P., Van Huffel S., "Subspace-based MRS data quantitation of multiplets using prior knowledge", Journal of Magnetic Resonance, vol. 168, 2004, pp. 53-65. Dehaene J., De Moor B., "The Clifford group, stabilizer states, and linear and quadratic operations over GF(2)", Physical Review A, vol. 68, Oct. 2003, pp. 9042318_1-042318_10. Rousseaux O., Leus G., Stoica P., Moonen M., "Gaussian Maximum-Likelihood Channel Estimation with Short Training Sequences", IEEE Transactions on Wireless Communications, vol. 4, no. 6, Nov. 2005, pp. 2945-2955. Ysebaert G., Vanbleu K., Cuypers G., Moonen M., "Split SR-RLS for the Joint Initialization of the Per-Tone Equalizers and Per-Tone Echo Cancelers in DMT-based Receivers", EURASIP Journal on Applied Signal Processing, Special Issue on Multicarrier Communications and Signal Processing, vol. 2004, no. 10, Oct. 2004, pp. 1433--1445. Van Huffel S., Sima V., Varga A., Hammarling S., Delebecque F., "High-performance numerical software for control : developing reliable and efficient software for control applications", IEEE Control Systems Magazine, Special issue on "the amazing power of numerical awareness in control", vol. 24, no. 1, Feb. 2004, pp. 60-76. Baesens B., Van Gestel T., Viaene S., Stepanove M., Suykens J.A.K., Vanthienen J., "Benchmarking state of the art classification algorithms for credit scoring", Journal of the Operational Research Society, vol. 54, no. 6, Jun. 2003, pp. 627-635. Sima D., Van Huffel S., Golub G., "Regularized total least squares based on quadratic eigenvalue problem solvers", BIT Numerical Mathematics, vol. 44, no. 4, Dec. 2004, pp. 793 - 812. Schuermans M., Lemmerling P., Van Huffel S., "Structured weighted low rank approximation", Numerical Linear Algebra with Applications, Special Issue PMOCCO 2002, vol. 11, no. 5-6, Jun. 2004, pp. 609-618. Bellemans T., De Schutter B., De Moor B., "Model predictive control for ramp metering of motorway traffic : A case study", Control Engineering Practice, vol. 14, 2006, pp. 757-767. Markovsky I., Van Huffel S., Kukush A., "On the computation of the multivariate structured total least squares estimator", Numerical Linear Algebra with Applications, vol. 11, May 2004, pp. 591-608. Kukush A., Markovsky I., Van Huffel S., "Consistency of the structured total least squares estimator in a multivariate errors-in-variables model", Journal of Statistical Planning and Inference, vol. 133, no. 2, Jun. 2005, pp. 315-358. Yalcin M.E., Vandewalle J., Arena P., Basile A., Fortuna L., "Watermarking on CNN-UM for Image and Video Authentication", International Journal of Circuit Theory and Applications, vol. 32, no. 6, Dec. 2004, pp. 519-607. Mastronardi N., Lemmerling P., Van Huffel S., "Fast regularized structured total least squares algorithm for solving the basic deconvolution problem", Numerical Linear Algebra with Applications, vol. 12, 2005, pp. 201-209. Bergans N., Dresselaers T., Vanhamme L., Van Hecke P., Van Huffel S., Vanstapel F., "Quantitation of the Glycogen 13C-1 NMR Signal during Glycogen Synthesis in perfused Rat Liver", NMR in Biomedicine, vol. 16, no. 1, Feb. 2003, pp. 36-46. Teughels A., De Roeck G., Suykens J.A.K., "Global optimization by coupled local minimizers and its applications to FE model updating", Computers and Structures, vol. 81, no. 24-25, sep. 2003, pp. 2337-2351. Doclo S., Moonen M., "Robust adaptive time delay estimation for speaker localisation in noisy and reverberant acoustic environments", EURASIP journal on Applied Signal Processing, special issue on Signal Processing for Acoustic Communication Systems, vol. 2003, no. 11, Oct. 2003, pp. 1110-1124. Markovsky I., Kukush A., Van Huffel S., "Consistent least squares fitting of ellipsoids", Numerische Mathematik, vol. 98, no. 1, Jul. 2004, pp. 177-194. Kukush A., Markovsky I., Van Huffel S., "Consistent estimation in an implicit quadratic measurement error model", Compuational Statistics & data analysis, vol. 47, no. 1, Aug. 2004, pp. 123--147. Doclo S., Moonen M., "Design of far-field and near-field broadband beamformers using eigenfilters", Signal Processing, vol. 83, no. 12, Dec. 2003, pp. 2641-2673. Van Huffel S., Wang Y., Vanhamme L., Van Hecke P., "Automatic Frequency Alignment and Quantitation of single resonances in multiple magnetic resonance spectra via complex principal component analysis", Journal of Magnetic Resonance, vol. 158, 2002, pp. 1-14. Goethals I., Van Gestel T., Suykens J.A.K., Van Dooren P., De Moor B., "Identification of Positive Real Models in Subspace Identification by using Regularization", IEEE Transactions on Automatic Control, vol. 48, no. 10, Oct. 2003, pp. 1843-1847. Antal P., Fannes G., Timmerman D., Moreau Y., De Moor B., "Using literature and data to learn Bayesian Networks as clinical models of ovarian tumors", Artificial Intelligence in Medicine, vol. 30, 2004, pp. 257-281. Sima V., Sima D.M., Van Huffel S., "High-performance numerical algorithms and software for subspace-based linear multivariable system identification", Journal of Computational and Applied Mathematics, vol. 170, no. 2, Sep. 2004, pp. 371--397. Van den Bosch T., Van Schoubroeck D., Lu C., De Brabanter J., Van Huffel S., Timmerman D., "Color Doppler and gray-scale ultrasound evaluation of the postpartum uterus", Ultrasound in Obstetrics and Gynecology, vol. 20, no. 6, Dec. 2002, pp. 586-591. De Cock K., De Moor B., "A conjecture on Lyapunov equations and principal angles in subspace identification", Unsolved Problems in Mathematical Systems and Control Theory, Princeton University Press, (Blondel V.D, Megretski A., eds.), 2004, pp. 287-292. Suykens J.A.K., Van Gestel T., Vandewalle J., De Moor B., "A support vector machine formulation to PCA analysis and its kernel version", IEEE Transactions on Neural Networks, vol. 14, no. 2, Mar. 2003, pp. 447-450. Sasane A., Thomas E.G.F., Willems J.C., "Time-autonomy versus time-controllability", Systems & Control Letters, vol. 45, Jan. 2002, pp. 145-153. Trentelman H.L., Willems J.C., "Synthesis of dissipative systems using quadratic differential forms : Part II", IEEE Transactions on Automatic Control, vol. 47, no. 1, Jan. 2002, pp. 70-86. Willems J.C., Trentelman H.L., "Synthesis of dissipative systems using quadratic differential forms : Part I", IEEE Transactions on Automatic Control, vol. 47, no. 1,Jan. 2002, pp. 53-69. Lu C., Van Gestel T., Suykens J.A.K., Van Huffel S., Vergote I., Timmerman D., "Preoperative prediction of malignancy of ovarium tumor using least squares support vector machines", Artificial Intelligence in Medicine, vol. 28, no. 3, Jul. 2003, pp. 281-306. Markovsky I., Rastello M-L., Premoli A., Kukush A., Van Huffel S., "The Element-Wise Weighted Total Least Squares Problem", Computational Statistics & Data Analysis, Matrix Computations and Statistics, vol. 50, no. 1, Oct. 2005, pp. 181-209. Van den Bosch T., Donders G., Riphagen I., Debois P., Ameye L., De Brabanter J., Van Huffel S., Van Schoubroeck D., Timmerman D., "Ultrasonographic features of the endometrium and the ovaries in women on etonogestrel implant", Ultrasound Obstet. Gynecol., vol. 20, 2002, pp. 377-380. Van Den Bosch T., Van Schoubroeck D., Ameye L., De Brabanter J., Van Huffel S., Timmerman D., "The influence of hormone replacement therapy on the ultrasound features of the endometrium : a prospective study", European Journal of Cancer, vol. 38, no. 6, 2002, pp. S78-S79. Dehaene J., Van den Nest M., De Moor B., Verstraete F., "Local permutations of products of Bell states and entanglement distillation", Physical Review A, vol. 67, Feb. 2003, pp. 022310_1-022310_6. Laudadio T., Mastronardi N., Vanhamme L., Van Hecke P., Van Huffel S., "Improved Lanczos algorithms for blackbox MRS data quantitation", Journal of Magnetic Resonance, vol. 157, 2002, pp. 292-297. Antal P., Fannes G., Timmerman D., De Moor B., Moreau Y., "Bayesian Applications of Belief Networks and Multilayer Perceptrons for Ovarian Tumor Classification with Rejection", Journal of Artificial Intelligence in Medicine, vol. 20, no. 1-2, 2003, pp. 39-60. Chen B., Petropulu A., De Lathauwer L., "Blind identification of convolutive MIMO systems with 3 sources and 2 sensors", Applied Signal Processing, Special Issue Space-Time Coding and Its Applications - Part II, vol. 2002, no. 5, May 2002, pp. 487-496. Sun J., Smets I., Bernaerts K., Van Impe J., Vanderleyden J., Marchal K., "Quantitative analysis of bacterial gene expression by using the gusA reporter gene system", Applied and environmental microbiology, vol. 67, no. 8, Aug. 2001, pp. 3350-3357. Morren G., Lemmerling P., Van Huffel S., "Decimative subspace-based parameter estimation techniques", Signal Processing, vol. 83, 2003, pp. 1025-1033. Doclo S., Moonen M., "Multimicrophone Noise Reduction Using Recursive GSVD-based Optimal Filtering with ANC Postprocessing Stage", IEEE Transactions on Speech and Audio Processing, vol. 13, no. 1, Jan. 2005, pp. 53-69. Brazma A., Hingamp P., Quakenbush J., Sherlock G., Spellman P., Stoeckert C., Aach J., Ansorge W., Ball C., Causton H., Gaasterland T., Glenisson P., Holstege F., Kim I., Markowitz V., Matese J., Parkinson H., Robinson A., Sarkans U., Schulze-Kremer S., Stewart J., Taylor R., Vilo J., Vingron M., "Minimum information about a microarray experiment (MIAME) - towards standards for microarray data", Nature Genetics, vol. 29, Dec. 2001, pp. 365-371. De Lathauwer L., De Moor B., Vandewalle J., "Computation of the Canonical Decomposition by Means of a Simultaneous Generalized Schur Decomposition", SIAM Journal on Matrix Analysis and Applications, vol. 26, no. 2, 2004, pp. 295-327. Epstein E., Skoog L., Isberg P., De Smet F., De Moor B., Olofsson P., Gudmundsson S., Valentin L., "An algorithm including results of gray scale and power Doppler ultrasound examination to predict endometrial malignancy in women with postmenopausal bleeding", Ultrasound in Obstetrics and Gynecology, vol. 20, Oct. 2002, pp. 370-376. Vanhamme L., Lemmerling P., Van Huffel S., "Comments on "Confidence Images for MR Spectroscopic Imaging", by Karl Young, Dennis Khetselius, Brian J. Soher and Andrew A. Maudsley (Magnetic Resonance in Medicine : 44:537-545, 2000)", Magnetic Resonance in Medicine, vol. 46, 2001, pp. 1254-1255. Audenaert K., De Moor B., "Optimizing completely positive maps using semidefinite programming", Physical Review A, vol. 65, 2003, 030302 p. Kukush A., Van Huffel S., "Consistency of elementwise-weighted total least squares estimator in a multivariate errors-in-variables model AX=B", Metrika, vol. 59, 2004, pp. 75-97. Kukush A., Markovsky I. and Van Huffel S., "Consistent Estimation in the bilinear multivariate errors-in-variables model", Metrika, vol. 57, no. 3, Jun. 2003, pp. 253-285. Kukush A., Markovsky I., Van Huffel S., "Consistent Fundamental Matrix Estimation in a Quadratic Measurement Error Model Arising in Motion Analysis", Computational Statistics and Data Analysis, Special Issue on Matrix Computations and Statistics, vol. 41, no. 1, Nov. 2002, pp. 3-18. Thijs G., Marchal K., Lescot M., Rombauts S., De Moor B., Rouze P., Moreau Y., "A Gibbs sampling method to find over-represented motifs in the upstream regions of co-expressed genes", Journal of Computational Biology, Special Issue RECOMB'2002, vol. 9, no. 3, April 2002, pp. 447-464. Thijs G., Moreau Y., De Smet F., Mathys J., Lescot M., Rombauts S., Rouze P., De Moor B., Marchal K., "INCLUSive : INtegrated Clustering, Upstream sequence retrieval and motif sampling", Bioinformatics, vol. 18, no. 2, Feb. 2002, pp. 331-332. Lemmerling P., Mastronardi N., Van Huffel S., "Efficient implementation of a structured total least squares based speech compression method", Linear Algebra and its Applications, vol. 366, 2003, pp. 295-315. Audenaert K., Eisert J., Jane E., Plenio M., Virmani S., De Moor B., "The asymptotic relative entropy of entanglement", Physical Review Letters, vol. 87, 2001, pp. 217902-4. De Smet F., Mathys J., Marchal K., Thijs G., De Moor B., Moreau Y., "Adaptive quality-based clustering of gene expression profiles", Bioinformatics, vol. 18, no. 5, May 2002, pp. 735-746. De Cock K., Hanzon B., De Moor B., "On a cepstral norm for an ARMA model and the polar plot of the logarithm of its transfer function", Signal Processing, vol. 83, no. 2, 2003, pp. 439-443. Doclo S., Moonen M., "GSVD-Based Optimal Filtering for Single and Multi-Microphone Speech Enhancement", IEEE Transactions on Signal Processing, vol. 50, no. 9, Sep. 2002, pp. 2230-2244. Ysebaert G., Van Acker K., Moonen M., De Moor B., "Constraints in Channel Shortening Equalizer Design for DMT-based Systems", Elsevier Signal Processing, vol. 83, no. 3, Mar. 2003, pp. 641-648. De Lathauwer L., De Moor B., Vandewalle J., "A prewhitening-induced bound on the identification error in independent component analysis", IEEE Transactions on Circuits and Systems - I : Regular Papers, vol. 52, no. 3, Mar. 2005, pp. 546-554. Duhoux M., Suykens J.A.K., De Moor B., Vandewalle J., "Improved long-term temperature prediction by chaining of neural networks", International Journal of Neural Systems, vol. 11, no. 1, Jan. 2001, 10 p. Viaene S., Baesens B., Van Gestel T., Suykens J.A.K., Van den Poel D., Dedene D., De Moor B., Vanthienen J., "Knowledge discovery in a direct marketing case using least squares support vector machines", International Journal of Intelligent Systems, Vol. 16, no. 9, 2001, pp. 1023-1036. Verstraete F., Dehaene J., De Moor B., "Local filtering operations on two qubits", Physical Review A, Rapid Communication, vol. 64, Jul. 2001, pp. 010101. Thijs G., Lescot M., Marchal K., Rombauts S., De Moor B., Rouze P., Moreau Y., "A higher-order background model improves the detection by Gibbs sampling of potential promoter regulatory elements", Bioinformatics, vol. 17, no. 12, Dec. 2001, pp. 1113-1122. Yalcin M., Ozoguz S., Suykens J.A.K., Vandewalle J., "Families of Scroll Grid Attractors", International Journal of Bifurcation and Chaos, vol. 12, no. 1, Jan. 2002, pp. 23-41. Suykens J.A.K., Vandewalle J., De Moor B., "Intelligence and Cooperative Search by Coupled Local Minimizers", International Journal of Bifurcation and Chaos, vol. 11, no. 8, aug. 2001, pp. 2133-2144. Verstraete F., Audenaert F., De Moor B., "Maximally entangled mixed states of two qubits", Physical Review A, vol. 64, Jul. 2001, pp. 012316. Yalcin M., Ozoguz S., Suykens J.A.K., Vandewalle J., "n-scroll chaos generators : a simple circuit model", Electronics Letters, vol. 37, no. 3, Feb. 2001, pp. 147-148. Suykens J.A.K., De Brabanter J., Lukas L., Vandewalle J., "Weighted least squares support vector machines : robustness and sparse approximation", Neurocomputing, Special issue on fundamental and information processing aspects of neurocomputing, vol. 48, no. 1-4, Oct. 2002, pp. 85-105. Coron A., Vanhamme L., Antoine J.P., Van Hecke P., Van Huffel S., "The filtering approach to solvent peak suppression in MRS : a critical review", Journal of Magnetic Resonance, vol. 152, 2001, pp. 26-40. Vanhamme L., Sundin T., Van Huffel S., Van Hecke P., "MR spectroscopy quantitation : a review of time-domain methods", NMR in Biomedicine, Special Issue : NMR Spectroscopy Quantitation, vol. 14, no. 4, Jun. 2001, pp. 233-246. Van Gestel T., Suykens J.A.K., Lanckriet G., Lambrechts A., De Moor B., Vandewalle J., "Multiclass LS-SVMs : Moderated outputs and coding-decoding schemes", Neural Processing Letters, vol. 15, no. 1, Feb. 2002, pp. 45-48. De Lathauwer L., De Moor B., Vandewalle J., "Independent component analysis and (simultaneous) third-order tensor diagonalization", IEEE Transactions on Signal Processing, vol. 49, no. 10, Oct. 2001, pp. 2262-2271. Van Gestel T., Suykens J.A.K., Baestaens D., Lambrechts A., Lanckriet G., Vandaele B., De Moor B., Vandewalle J., "Financial Time Series Prediction using Least Squares Support Vector Machines within the Evidence Framework", IEEE Transactions on Neural Networks, Special Issue on Neural Networks in Financial Engineering, vol. 12, no. 4, Jul. 2001, pp. 809-821. Audenaert K., Verstraete F., De Moor B., "Variational Characterisations of Separability and Entanglement of Formation", Physical Review A, vol. 64, no. 5, Nov. 2001, pp. 052304-13. Yalcin M.E., Suykens J.A.K., Vandewalle J., "Master-Slave Synchronization of Lur'e systems with Time-Delay", International Journal of Bifurcation and Chaos, vol. 11, no. 6, Jun. 2001, pp. 1707-1722. Van Gestel T., Suykens J.A.K., Lanckriet G., Lambrechts A., De Moor B., Vandewalle J., "Bayesian Framework for Least Squares Support Vector Machine Classifiers, Gaussian Processes and Kernel Fisher Discriminant Analysis", Neural Computation, vol. 15, no. 5, May 2002, pp. 1115-1148. Nackaerts A., De Moor B., Lauwereins R., "A formant filtered physical model for wind instruments", IEEE Transactions on Speech and Audio Processing, vol. 11, no. 1, Jan. 2003, pp. 1-9. Van Gestel T., De Moor B., Anderson B., Van Overschee P., "On frequency weighted balanced truncation : Hankel singular values and errors bounds", European Journal of Control, vol. 7, no. 6, Dec. 2001, pp. 584-595. De Cock K., De Moor B., "Subspace angles between ARMA models", Systems and Control Letters, vol. 46, 2002, pp. 265-270. Van Gestel T., Suykens J.A.K., Baesens B., Viaene S., Vanthienen J., Dedene G., De Moor B., Vandewalle J., "Benchmarking Least Squares Support Vector Machine Classifiers", Machine Learning, vol. 54, no. 1, Jan. 2004, pp. 5-32. Lemmerling Ph., Van Huffel S., De Moor B., "The structured total least squares approach for nonlinearly structured matrices", Numerical Linear Algebra with Applications, vol. 9, no. 1-4, 2002, pp. 321-332. Lemmerling P., Vanhamme L., Van Huffel S., De Moor B., "IQML-like algorithms for solving structured total least squares problem", Signal Processing, vol. 81, 2001, pp. 1935-1945. De Lathauwer L., Comon P., "Editorial - Blind source separation and multichannel deconvolution", Signal Processing, Special Issue on Blind Source Separation and Multichannel Deconvolution, vol. 73, no. 1-2, Feb. 1999, pp. 1-2. Lemmerling P., Mastronardi N., Van Huffel S., "Fast algorithm for solving the Hankel/Toeplitz Structured Total Least Squares Problem", Numerical Algorithms, vol. 23, 2000, pp. 371-392. Mastronardi N., Kressner D., Sima V., Van Dooren P., Van Huffel S., "A fast algorithm for subspace state-space system identification via exploitation of the displacement structure", Journal of Computational and Applied Mathematics, vol. 132, no. 1, 2001, pp. 71-81. Suykens J.A.K., "Least squares support vector machines for classification and nonlinear modelling", Neural Network World, Special Issue on PASE 2000, vol. 10, no. 1-2, Jan. 2000, pp. 29-48. De Lathauwer L., De Moor B., Vandewalle J., "Fetal Electrocardiogram Extraction by Blind Source Subspace Separation", IEEE Transactions on Biomedical Engineering, Special Topic Section on Advances in Statistical Signal Processing for Biomedicine, vol. 47, no. 5, May 2000, pp. 567-572. Mastronardi N., Van Dooren P., Van Huffel S., "On the stability of the generalized Schur algorithm", Lecture notes in Computer Science, vol. 1988, 2001, pp. 560-567. Van Gestel T., Suykens J.A.K., Van Dooren P., De Moor B., "Identification of stable models in subspace identification by using regularization", IEEE Transactions on Automatic Control, vol. 46, no. 9, Sep. 2001, pp. 1416-1420. Lemmerling P., De Moor B., "Misfit versus latency", Automatica, vol. 37, 2001, pp. 2057-2067. Van Gestel T., Suykens J.A.K., De Moor B., Baestaens D.-E., "Volatility Tube Support Vector Machines", Neural Network World, Special Issue on PASE 2000, vol. 10, no. 1-2, Jan. 2000, pp. 287-297. Mastronardi N., Chandrasekaran S., Van Huffel S., "Fast and stable two-way algorithm for diagonal plus semiseparable systems of linear equations", Numerical Linear Algebra with Applications, vol. 8, no. 1, Jan. 2001, pp. 7-12. Mastronardi N., Chandrasekaran S., Van Huffel S., "Fast and stable algorithms for reducing diagonal plus semi-separable matrices to tridiagonal and bidiagonal form", BIT, vol. 41, no. 1, Mar. 2001, pp. 149-157. Barbe A., von Haeseler F., "Cellular automata., Quasigroups and Symmetries", Aequations Math., vol. 62, 2001, pp. 211-248. Suykens J.A.K., Vandewalle J., "Chaos Synchronization : a Lagrange Programming Network Approach", International Journal of Bifurcation and Chaos, Special Issue on Chaos Control and Synchronization, vol. 10, no. 4, Apr. 2000, pp. 797-810. LiB., De Moor B., "Identification of influential observations in total least squares estimates", Linear Algebra and its Applications, vol. 284, no. 1-3, 2002, pp. 23-39. LiB. and De Moor B., "More on local influence in principal components analysis", Communications in Statistics, Theory and Methods, vol. 28, no. 10, 1999, pp. 2487-2495. De Lathauwer L., De Moor B., Vandewalle J., "An Introduction to Independent Component Analysis", Journal of Chemometrics, Special Issue on Multi-Way Analysis, vol. 14, no. 3, May-Jun. 2000, pp. 123-149. Chu D., De Moor B., "On a variational formulation of the QSVD and the RSVD", Linear Algebra and its Applications, vol. 311, 2000, pp. 61-78. Chu D., De Moor B., "On the non-uniqueness of the factorization factors in the product singular value decomposition", Linear Algebra and its Applications, vol. 314, Jul. 2000, pp. 191-203. Van Gestel T., Van Barel M., De Moor B., "On an alternative parameterization of the solutions of the partial realization problem", Acta Applicandae Mathematicae, Special Issue on the International Conference on Rational Approximation (ICRA99), vol. 61, May 2000, pp. 317-331. Roska T., Rodriguez-Vazquez A., Vandewalle J., "Guest Editorial : Theory, Design and Applications of Cellular Neural Networks", International Journal of Circuit Theory and Applications, vok. 26, no. 6, nov.-dec. 1998, 549 p. Csapodi M., Vandewalle J., Roska T., "Invertible operations on a cellular neural network universal machine", International Journal of Circuit Theory and Applications, vol. 26, 1998, pp. 611-634. LiB. and De Moor B., "A Family of Adaptive Robust Estimates Based on the Symmetrical Generalized Logistic Distribution", Communications in Statistics, Theory and Method, 17 p. Vanhamme L., Sundin T., Van Hecke P., Van Huffel S., Pintelon R., "Frequency-Selective Quantification of Biomedical Magnetic Resonance Spectroscopy Data", Journal of Magnetic Resonance, vol. 143, no. 1, Mar. 2000, pp. 1-16. Timmerman D., Verrelst H., Vandewalle J., "Advanced statistical techniques : how to use your data more efficiently ? Opinion", Ultrasound in Obstetrics and Gynecology, vol. 13, no. 1, Jan. 1999, pp. 4-6. Vandaele P., Moonen M., "A stochastic subspace algorithm for blind channel identification in noise fields with unknown spatial covariance", Signal Processing, vol. 80, no. 2, 2000, pp. 357-364. Vandaele P., Moonen M., "Two deterministic blind channel estimation algorithms based on oblique projections", Signal Processing, vol. 80, 2000, pp. 481-495. Sundin T., Vanhamme L., Van Hecke P., Dologlou I., Van Huffel S., "Accurate quantification of $^1$H spectra : from FIR filter design for solvent suppression to parameter estimation", Journal of Magnetic Resonance, vol. 139, 1999, pp. 189-204. Alieva T., Barbe A., "Macroscopic 1/f-behavior of fractal signals generated by additive substitution", IEEE Transactions on Information Theory, vol. 46, no. 6, Sep. 2000, pp. 2261-2268. Vanhamme L., Van Huffel S., Van Hecke P., Van Ormondt D., "Time domain quantification of series of biomedical magnetic resonance spectroscopy signals", Journal of Magnetic Resonance, vol. 140, 1999, pp. 120-130. Suykens J.A.K., Vandewalle J., "Recurrent least squares support vector machines", IEEE Transactions on Circuits and Systems-I, vol. 47, no. 7, Jul. 2000, pp. 1109-1114. Chu D., De Lathauwer L., De Moor B., "On the computation of the restricted singular value decomposition via the cosine-sine decomposition", SIAM Journal on Matrix Analysis and Applications, vol. 22, no. 2, 2001, pp. 580-601. Chu D., De Lathauwer L., De Moor B., "A QR-type reduction for computing the SVD of a general matrix product/quotient", Numerische Mathematik, vol. 95, no. 1, Jul. 2003, pp. 101-121. Mastronardi N., Lemmerling P., Van Huffel S., "Fast structured Total Least Squares algorithm for solving the basic deconvolution problem", SIAM J. Matrix Anal. Appl., vol. 22, 2000, pp. 533-553. Yalcin M.E., Suykens J.A.K., Vandewalle J., "Experimental confirmation of 3- and 5-scroll attractors from a generalized Chua's circuit", IEEE Transactions on Circuits and Systems, Part I : Fundamental Theory and Applications, vol. 47, no. 3, Mar. 2000, pp. 425-429. Suykens J.A.K., Vandewalle J., "Chaos control using least squares support vector machines", International Journal of Circuit Theory and Applications, Special Issue on Communications, Information Processing and Control using Chaos, vol. 27, no. 6, Nov. 1999, pp. 605-615. Suykens J.A.K., Vandewalle J., De Moor B., "Optimal control by least squares support vector machines", Neural Networks, vol. 14, no. 1, Jan. 2001, pp. 23-35. Chu D., De Moor B., "On a variational formulation of the QSVD and the RSVD", Sonderforschungsbereich 343, Diskrete Strukturen in der Mathematik, 1998, pp. 1-15. Moonen M., Proudler I.K., "MVDR Beamforming and Generalized sidelobe cancellation based on inverse updating with residual extraction", IEEE Transactions on Circuits and Systems II : Analog and Digital Signal Processing, vol. 47, no. 4, Apr. 2000, pp. 352-358. McNames J., Suykens J.A.K., Vandewalle J., "Winning Entry of the K.U.Leuven Time-Series Prediction Competition", International Journal of Bifurcation and Chaos, vol. 9, no. 8, Aug. 1999, pp. 1485-1500. Bienstman J., Vandewalle J., Puers R., "The autonomous impact resonator : A new operating principle for a silicon resonant strain gauge", Sensors and Actuators A, Vol. 66, 1998, pp. 40-49. Suykens J.A.K., Vandewalle J., "Least squares support vector machine classifiers", Neural Processing Letters, vol. 9, no. 3, Jun. 1999, pp. 293-300. Suykens J.A.K., Vandewalle J., "Training multilayer perceptron classifiers based on a modified support vector method", IEEE Transactions on Neural Networks, vol. 10, no. 4, Jul. 1999, pp. 907-911. Barbe A., "Symmetric patterns in the cellular automaton that generates Pascal's Triangle Modulo 2", Discrete Applied Mathematics, vol. 105, 2000, pp. 1-38. Alieva T., Barbe A., "About Quantum State Characterization", Journal of Physics A : Mathematical and General, vol. 31, 1998, pp. L685-L688. LiB., De Moor B., "A corrected normal approximation for the Student's t distribution", Computational Statistics and Data Analysis, vol. 29, no. 2, Dec. 1999, pp. 213-216. Timmerman D., Verrelst H., Bourne T., De Moor B., Collins W., Vergote I., Vandewalle J., "Artificial Neural Network Models for the Pre-operative Discrimination between Malignant and Benign Adnexal Masses", Ultrasound Obstet. Gynecol., vol. 13, 1999, pp. 17-25. Timmerman D., Bourne T., Tailor A., Collins W., Verrelst H., Vandenberghe K., Vergote I., "A Comparison of Methods for Pre-operative Discrimination between Benign and Malignant Adnexal Masses : the Development of a new Logistic Regression Model", Am. J. Obstet. Gynecol., vol. 181, nb. 1, 1999, pp. 57-65. LiB. and De Moor B., "Recursive optimization for intersection equality-constrained optimization for intersection origin-destination matrices", Transporation Research, vol. 33B, no. 3, Apr. 1999, pp. 203-214. Espinosa J., Vandewalle J., "Constructing Fuzzy Models with Linguistic Integrity-AFRELI Algorithm", IEEE Transactions on Fuzyy Systems, vol. 8, no. 5, Oct. 2000, pp. 591-599. Favoreel W., De Moor B., Van Overschee P., "Subspace State Space System Identification for Industrial Processes", Journal of Process Control, vol. 10, 2000, pp. 149-155. Moreau Y., Vandewalle J., "Composition Methods for the Simulation of Arrays of Chua's Circuits", International Journal of Bifurcation and Chaos, vol. 9, no. 4, 1999, pp. 723-733. Moreau Y., Louies S., Vandewalle J., Brenig L., "Embedding Recurrent Neural Networks into Predator-Prey Models", Neural Networks, vol. 12, no. 2, Mar. 1999, pp. 237-245. LiB., De Moor B., "A family of adaptive M-estimates based on the symmetrical generalized logistic regression", Communications in Statistics, Theory and Methods, vol. 28,no. 6, 1999, pp. 1293-1310. Barbe A., Peitgen H.O., Skordev G., "Automaticity of coarse-graining invariant orbits of one-dimensional linear cellular automata", International Journal of Bifurcation and Chaos, vol. 9, no. 1, 1999, pp. 67-95. Barbe A., Skordev G., "Decimation-invariant sequences and their automaticity", Theoretical Computer Science, vol. 259, 2001, pp. 379-403. Yang T., Suykens J.A.K., Chua L.O., "Impulsive control of nonautonomous chaotic systems using practical stabilization", International Journal of Bifurcation and Chaos, vol. 8, no. 7, Jul. 1998, pp. 1557-1564. De Moor B., Van Overschee P., Favoreel W., "Numerical algorithms for subspace state space system identification - An Overview", Birkhauser Book Series on Applied an Computational Control, Signals and Circuits (Biswa Datta Editor), 1999, pp. 247-311. Mierisova S., van den Boogaart A., Tkae I., Van Hecke P., Vanhamme L., Liptaj T., "A new approach for quantification of short echo time in vivo 1h MR spectra of brain using amares", NMR in biomedicine, vol. 11, 1998, pp. 32-39. Vanhamme L., Fierro R., Van Huffel S., de Beer R., "Fast removal of residual water in proton spectra", Journal of Magnetic Resonance, vol. 132, no.2, Jun. 1998, pp. 197-203. Suykens J.A.K., Yang T., Chua L.O., "Impulsive synchronization of chaotic Lur'e systems by measurement feedback", International Journal of bifurcation and Chaos, vol. 8, no. 6, Jun. 1998, pp. 1371-1381. Suykens J.A.K., De Moor B.L.R., Vandewalle J., "Robust local stability of multilayer recurrent neural networks", IEEE Transactions on Neural Networks, vol. 11, no. 1, Jan. 2000, pp. 222-229. De Lathauwer L., De Moor B., Vandewalle J., "On the Best rank-1 and Rank-$(R_1, R_2, ..., R_N)$ Approximation and Applications of Higher-Order Tensors", SIAM J. Matrix Anal. Appl., vol. 21, no. 4, Apr. 2000, pp. 1324-1342. Munuzuri A.P., Suykens J.A.K., Chua L.O., "A CNN approach to brain-like chaos-periodicity transitions", International Journal of Bifurcation and Chaos, vol. 8, no. 11, Nov. 1998, pp. 2263-2278. De Schutter B., Blondel V., de Vries R., De Moor B., "On the boolean minimal realization problem in the max-plus algebra", Systems & Control Letters, vol. 35, no. 2, 1998, pp. 69-78. De Schutter B., De Moor B., "On the sequence of consecutive powers of a matrix in a Boolean algebra", SIAM Journal on Matrix Analysis and Applications, vol. 21, no. 1, 1999, pp. 328-354. Suykens J.A.K., Verrelst H., Vandewalle J., "On-line learning Fokker-Planck Machine", Neural Processing Letters, vol. 7, no. 2, Apr. 1998, pp. 81-89. Vandaele P., Moonen M., "A recursive total least squares algorithm for single user blind channel equalization", IEE Proceedings : Vision, image and Signal Processing, vol. 147, no. 3, 2000, pp. 220-230. Dologlou I., Van Huffel S., Carayannis G., Van Ormondt D., "Frequency-selective MRS data quantification with frequency prior knowledge", Journal of Magnetic Resonance, no. 130, 1998, pp. 238-243. Chen H., Van Huffel S., Van den Boom A., Van den Bosch P., "Subspace-based parameter estimation of exponentially damped sinusoids using prior knowledge of frequency and phase", Signal Processing, vol. 59, 1997, pp. 129-136. Vanpoucke F.J., Moonen M., Deprettere E.F., "Factored Orthogonal Transformations for Recursive Eigendecomposition", IEEE Transactions on Circuits and Systems II : Analog and digital processing, vol. 44, no. 3, Mar. 1997, pp. 253-256. De Schutter B., De Moor B., "The Linear Dynamic Complementarity Problem is a special case of the Extended Linear Complementarity Problem", Systems & Control Letters, vol. 34, 1998, pp. 63-75. LiB., De Moor B., "A simple approximation relation between the symmetric generalized logistic and the student's t distribution", \emph {Communications in statistics, simulation and computation}, vol. 26, no. 3, Aug. 1997, pp. 1029-1039. Suykens J.A.K., Curran P.F., Vandewalle J., Chua L.O., "Robust nonlinear H$_{\infty}$ synchronization of chaotic Lur'e systems", IEEE Transactions on Circuits and Systems I : Fundamental Theory and Applications, Special Issue on Chaos Synchronization and Control : Theory and Applications, vol. 44, no. 10, Oct. 1997, pp. 891-904. Vanhamme L., van den Boogaart A., Van Huffel S., "Improved Method for Accurate and Efficient Quantification of MRS Data with Use of Prior Knowledge", Journal of Magnetic Resonance, no. 129, Nov. 1997, pp. 35-43. Verrelst H., Van Acker K., Suykens J.A.K., Motmans B., De Moor B., Vandewalle J., "Application of NLq neural control theory to a ball and beam system", European Journal of control, vol. 4, no. 3, Sep. 1998, pp. 148-157. De Schutter B., De Moor B., "Optimal traffic light control for a single intersection", European Journal of Control, vol. 4, no. 3, 1998, pp. 260-276. Suykens J.A.K., Curran P.F., Chua L.O., "Robust synthesis for master-slave synchronization of Lur'e systems", IEEE Transactions on Circuits and Systems-I, vol. 46, no. 7, Jul. 1999, pp. 841-850. Suykens J.A.K., Huang A., Chua L.O., "A family of n-scroll attractors from a generalized Chua's circuit", Archive fur Elektronik und Ubertragungstechnik (International Journal of Electronics and Communications), Special Issue at the occasion of Prof. Lueder's 65th birthday, vol. 51, no. 3, May 1997, pp. 131-138. Suykens J.A.K., Curran P.F., Yang T., Vandewalle J., Chua L.O., "Nonlinear H$_{\infty}$ synchronization of Lur'e systems : dynamic output feedback case", IEEE Transactions on Circuits and Systems-I, Fundamental Theory and Applications, vol. 44, no. 11, Nov. 1997, pp. 1089-1092. Curran P.F., Suykens J.A.K., Chua L.O., "Absolute stability theory and master-slave synchronization", International Journal Bifurcation and Chaos, vol. 7, no. 12, Dec. 1997, pp. 2891-2896. Suykens J.A.K., Curran P.F., Chua L.O., "Master-slave synchronization using dynamic output feedback", International Journal of Bifurcation and Chaos, vol. 7, no. 3, Mar. 1997, pp. 671-679. Suykens J.A.K., Vandewalle J., Chua L.O., "Nonlinear H$_{\infty}$ synchronization of chaotic Lur'e systems", International Journal of Bifurcation and Chaos, vol. 7, No. 6, Jun. 1997, pp. 1323-1335. Suykens J.A.K., Chua L.O., "n-Double scroll hypercubes in 1D-CNNs", International Journal of Bifurcation and Chaos, vol. 7, no.8, 1997, pp. 1873-1885. Lin Z., Maris J., Hermans L., Vandewalle J., Chen J.D.Z., "Classification of normal and abnormal electrogastrograms using multilayer feedforward neural networks", Med. Biol. Eng. Comput., vol. 35, 1997, pp. 199-206. Van Huffel S., "Comment on 'Estimating the parameters of exponentially damped/undamped sinusoids : A non-iterative approach, by Debasis Kundu and Amit Mitra"", Signal Processing, vol. 51, 1996, pp. 77-78. Totz J., van den Boogaart A., Van Huffel S., Graveron-Demilly D., Dologlou I., Heidler R., Michel D., "The use of continuous regularization in the automated analysis of MRS time domain data", J. Magnetic Resonance, vol. 124, 1997, pp. 400-409. Overloop K., Van Hecke P., Vanstapel F., Chen H., Van Huffel S., Knijn A., Van Ormondt D., "Evaluation of signal processing methods for the quantification of a multi-exponential signal : the glycogen $^{13}$C-1 NMR signal", NMR in Biomedicine, vol. 9, 1996, pp. 315-321. Favoreel W., De Moor B., Van Overschee P., "Subspace identification of bilinear systems subject to white inputs", IEEE Transactions on Automatic Control, vol. 44, no. 6, Jun. 1999, pp. 1157-1165. Barbe A., "Complex order from disorder and from simple order in coarse-graining invariant orbits of certain two-dimensional linear cellular automata", International Journal of Bifurcation and Chaos, vol. 7, no. 7, 1997, pp. 1451-1496. Suykens J.A.K., Vandewalle J., De Moor B., "NLq theory: checking and imposing stability of recurrent neural networks for nonlinear modeling", IEEE Transactions on Signal Processing, vol. 45, no. 11, Nov. 1997, pp. 2682-2691. Suykens J.A.K., Lemmerling P., Favoreel W., De Moor B., Crepel M., Briol P., "Modeling the Belgian gas consumption using neural networks", Neural Processing Letters, Vol. 4, no. 3, Dec. 1996, pp. 157-166. Suykens J.A.K., Vandewalle J., De Moor B., "Lur'e systems with multilayer perceptron and recurrent neural networks: absolute stability and dissipativity", IEEE Transactions on Automatic Control, vol. 44, no. 4, Apr. 1999, pp. 770-774. De Schutter B., De Moor B., "A note on the characteristic equation in the max-plus algebra", Linear Algebra and Its Applications, Vol. 261, 1997, pp. 237-250. De Schutter B., De Moor B., "The QR decomposition and the singular value decomposition in the symmetrized max-plus algebra", SIAM Journal on Matrix Analysis and Applications, vol. 19, no. 2, Apr. 1998, pp. 378-406. Suykens J.A.K., Vandewalle J., "Master-slave synchronization of Lur'e systems", International Journal of Bifurcation and Chaos, Vol. 7, no. 3, Mar. 1997, pp. 665-669. Suykens J.A.K., Vandewalle J., De Moor B., "An absolute stability criterion for the Lur'e problem with sector and slope restricted nonlinearities", IEEE Transactions on Circuits and Systems - I : Fundamental Theory and Applications, Vol. 45, no. 9, Sep. 1998, pp. 1007-1009. Abdelghani M., Verhaegen M., Van Overschee P., De Moor B., "Comparison study of subspace identification methods applied to flexible structures", Mechanical systems and signal processing, vol. 12, no. 5, 1998, pp. 679-692. Dologlou I., Van Huffel S., Van Ormondt D., "Improved signal enhancement procedures applied to exponential data modeling", IEEE Transactions on Signal Processing, vol. 45, no. 3, 1997, pp. 799-803. Minten W., De Moor B., Vandewalle J., "How can different interpretations and use of bond graph parameters be avoided?", J. Franklin Institute, Vol. 334B, no. 3, May 1997, pp. 389-406. Van Overschee P., De Moor B., Dehandschutter W., Swevers J., "A subspace algorithm for the identification of discrete time frequency domain power spectra", Automatica, A journal of IFAC the International Federation Of Automatic Control, vol. 33, no. 12, Dec. 1997, pp. 2147-2157. Lemmerling P., De Moor B., Van Huffel S., "On the equivalence of constrained total least squares and structured total least squares", IEEE Transactions on Signal Processing, vol. 44, Nov. 1996, pp. 2908-2911. Barbe A., "Shift-add correlation patterns of orbits of one-dimensional linear cellular automata", International Journal of Bifurcation and Chaos, vol. 6, no. 12b, 1996, pp. 2507-2530. Dehaene J., Moonen M., Vandewalle J., "An improved stochastic gradient algorithm for principal component analysis and subspace tracking", IEEE Transactions on Signal Processing, vol. 45, no. 10, Oct. 1997, pp. 2582-2586. Dehaene J., Moonen M., Vandewalle J., "Analysis of a class of continuous-time algorithms for principal component analysis and subspace tracking", IEEE Transactions on Circuits and Systems - I : Fundamental Theory and Applications, vol. 46, no. 3, Mar. 1999, pp. 364-372. Chen H., Van Huffel S., Van Ormondt D., De Beer R., "Parameter estimation with prior knowledge of known signal poles for the quantification of NMR spectroscopy data in the time domain", Journal of Magnetic Resonance A, vol. 119, 1996, pp. 225-234. Chen H., Van Huffel S., Vandewalle J., "Improved methods for exponential parameter estimation in the presence of known poles and noise", IEEE Transactions on Signal Processing, Vol. 45, no. 5, May 1997, pp. 1390-1393. Suykens J.A.K., Vandewalle J., "Control of a recurrent neural network emulator for the double scroll", IEEE Transactions on Circuits and Systems-I, vol. 43, no. 6, Jun. 1996, pp. 511-514. Van Overschee P., De Moor B., "Continuous-time frequency domain subspace system identification", Signal Processing, Special Issue on Subspace methods, part II : System identification, vol. 52, 1996, pp. 179-194. Suykens J.A.K., Vandewalle J., "Learning a simple recurrent neural state space model to behave like Chua's double scroll", IEEE Transactions on Circuits and Systems-I, vol. 42, no. 8, Aug. 1995, pp. 499-502. Van Huffel S., Park H., Rosen J.B., "Formulation and solution of structured total least norm problems for parameter estimation", IEEE Transactions on Signal Processing, vol. 44, no.10, oct. 1996, pp. 2464-2474. Suykens J.A.K., Vandewalle J., Van Ginderdeuren J., "Feedback linearization of nonlinear distortion in electrodynamic loudspeakers", Journal of the Audio Engineering Society, vol. 43, no. 9, Sep. 1995, pp. 690-694. Suykens J.A.K., Vandewalle J., "Discrete time interconnected cellular neural networks within NLq theory", International Journal of Circuit Theory and Applications, vol. 24, no. 1, Jan.-Feb. 1996, pp. 25-36. Tan S., Hao J., Vandewalle J., "Stable and efficient neural network modeling of discrete multi-channel signals", IEEE Trans. Circuits and Systems - I: Fundamental Theory and Applications, vol. 41, no. 12, Dec. 1994, pp. 829-840. Tan S., Hao J., Vandewalle J., "Efficient identification of RBF neural net models for nonlinear discrete-time multivariable dynamical systems", Neurocomputing, vol. 9, 1995, pp. 11-26. Hao J., Vandewalle J., "A new model of neural associative memories", International Journal of Neural Systems, vol. 5, no. 1, 1994, pp. 39-47. Suykens J.A.K., De Moor B., Vandewalle J., "NLq theory: a neural control framework with global asymptotic stability criteria", Neural Networks, vol. 10, no. 4, Jun. 1997, pp. 615-637. Vandenberghe L., Boyd S., "Semidefinite programming", SIAM Review, vol. 38, No 1, March 1996, pp. 49-95. Tan S., Vandewalle J., "On the design of feedforward neural networks for binary mappings", Neurocomputing, vol. 6, 1994, pp. 565-582. Barbe A., "Coarse-graining invariant orbits of Zp-linear cellular automata", International Journal of Bifurcation and Chaos, vol. 6, no. 12A, 1996, pp. 2237-2297. Dehaene J., Yi C., De Moor B., "Calculation of the structured singular value with gradient based optimization algorithms on a Lie group of structured unitary matrices", IEEE Transactions on Automatic Control, vol. 42, no. 11, Nov. 1997, pp. 1596-1600. Schelfhout G., De Moor B., "A note on closed-loop balanced truncation", IEEE Transactions on Automatic Control, vol. 41, no. 10, 1996, pp. 1498-1500. Chen H., Van Huffel S., Vandewalle J., "Bandpass prefiltering for exponential data fitting with known frequency region of interest", Signal Processing, vol. 48, 1996, pp. 135-154. De Lathauwer L., De Moor B., Vandewalle J., "A multilinear singular value decomposition", SIAM J. Matrix Anal. Appl., vol. 21, no. 4, Apr. 2000, pp. 1253-1278. De Schutter B., De Moor B., "The singular value decomposition in the extended max algebra", Linear Algebra and Its Applications, vol. 250, 1997, pp. 143-176. Van Overschee P., De Moor B., "Choice of state-space basis in combined deterministic-stochastic subspace identification", Automatica, Special Issue on Trends in System Identification, vol. 31, no. 12, Dec. 1995, pp. 1877-1883. Vanpoucke F., Moonen M., Deprettere E., "Factored orthogonal matrix-vector multiplication with applications to parallel and adaptive eigenfiltering and SVD", IEEE Transactions on Circuits and Systems II : Analog and Digital signal Processing, vol. 44, no. 3, 1997, pp. 253-256. Jensen S.H., Hansen P.C., Hansen S.D., Sørensen J.A., "Reduction of broad-band noise in speech by truncated QSVD", IEEE Transactions on Speech and Audio Processing, vol. 3, no. 6, Nov. 1995, pp. 439-448. Suykens J.A.K., De Moor B., Vandewalle J., "Nonlinear system identification using neural state space models, applicable to robust control design", International Journal of Control, vol. 62, no. 1, 1995, pp. 129-152. Decanniere C., Van Hecke P., Vanstapel F., Chen H., Van Huffel S., Van der Voort C., Van Tongeren B., Van Ormondt D., "Evaluation of signal processing methods for the quantification of strongly overlapping peaks in 31P NMR spectra", Journal of Magnetic Resonance B, vol. 105, May 1994, pp. 31-37. Borgs M., Van Hecke P., Overloop K., Decanniere C., Van Huffel S., Stalmans W., Vanstapel F., "In situ 13C NMR quantification of hepatic glycogen", NMR in Biomedicine, vol. 6, 1993, pp. 371-376. Nicolaï B., Van Impe J., Verlinden B., Martens T., Vandewalle J., De Baerdemaeker J., "Predictive modeling of surface growth of lactic acid bacteria in vacuum-packed meat", Food Microbiology, vol.10, 1993, pp. 229-238. De Schutter B., De Moor B., "A method to find all solutions of a system of multivariate polynomial equalities and inequalities in the max algebra", Discrete Event Dynamic Systems: Theory and Applications, vol. 6, no. 2, Mar. 1996, pp. 115-138. De Schutter B., De Moor B., "Minimal realization in the max algebra is an extended linear complementarity problem", Systems & Control Letters, vol. 25, no. 2, May 1995, pp. 103-111. De Schutter B., De Moor B., "Minimal realization in the max algebra is an extended linear complementarity problem", Syst. Contr. Lettr., vol. 25, pp. 103-111. De Schutter B., De Moor B., "The extended linear complementarity problem", Mathematical Programming, vol. 71, no. 3, Dec. 1995, pp. 289-325. Van Overschee P., De Moor B., "A unifying theorem for three subspace system identification algorithms", Automatica, Special Issue on Trends in System Identification, vol. 31, no. 12, Dec. 1995, pp. 1853-1864. Chen H., Van Huffel S., Decanniere C., Van Hecke P., "An improved signal enhancement algorithm for the quantification of NMR data in the time domain", Journal of Magnetic Resonance A, vol. 109, 1994, pp. 46-55. Van Huffel S., Decanniere C., Chen H., Van Hecke P., "Algorithm for time-domain NMR data fitting based on total least squares", Journal of Magnetic Resonance A, vol. 110, 1994, pp. 228-237. Moons C., De Moor B., "Parameter identification of induction motor drives", Automatica, vol. 31, no. 8, Aug. 1995, pp. 1137-1147. Dehaene J., Moonen M., Vandewalle J., "Continuous time recursive least squares estimation, adaptive neural networks and systolic arrays", IEEE Transactions on Circuits and Systems-I, vol. 42, no. 2, Feb. 1995, pp. 116-119. Yi C., De Moor B., "Robustness analysis and control system design for the servo system of a continuously variable transmission", IEEE Trans. on Control Systems Technology, vol.2, no.3, Sep. 1994, pp. 183-197. Suykens J.A.K., Vandewalle J., "Generation of n-double scrolls (n=1,2,3,4,...)", IEEE Transactions on Circuits and Systems-I, Special issue on chaos in nonlinear electronic circuits, vol. 40, no. 11, 1993, pp. 861-867. Park H., Van Huffel S., "Two-way bidiagonalization scheme for downdating the singular value decomposition", Linear Algebra and Its Applications, vol. 222, 1995, pp. 23-39. Van Huffel S., Park H., "Parallel tri- and bi-diagonalization of bordered band matrices", Parallel Computing, vol. 40, 1994, pp. 1107-1128. Van den Berghe G., Minten W., De Moor B., "Modeling a grand piano key action", Computer Music Journal, vol. 19, no. 2, 1995, pp. 15-22. Vandenberghe L., Boyd S., "Primal-dual potential reduction method for problems involving matrix inequalities", Mathematical Programming, vol.69, 1995, pp. 205-236. Suykens J.A.K., De Moor B., Vandewalle J., "Static and dynamic stabilizing neural controllers applicable to transition between equilibrium points", Neural Networks, vol. 7, no. 5, 1994, pp. 819-831. Van Huffel S., Park H., "Efficient reduction algorithms for bordered band matrices", Journal of Numerical Linear Algebra and Applications, vol. 2, no. 2, 1995, pp. 95-113. Van Overschee P., De Moor B., "N4SID: Subspace algorithms for the identification of combined deterministic-stochastic systems", Automatica, Special Issue on Statistical Signal Processing and Control, vol. 30, no. 1, Jan. 1994, pp. 75-93. Moonen M., Vanpoucke F., Deprettere E., "Parallel and adaptive high resolution direction finding", IEEE Trans. Signal Processing, vol.42, no.9, Sep. 1994, pp. 2439-2448. Moonen M., Van Dooren P., Vanpoucke F., "On the QR algorithm and updating the SVD and URV decomposition in parallel", Linear Algebra and its Applications, vol.188, 1993, pp. 549-568. Dehaene J., Vandewalle J., "Locally implementable matrix flows and their application to neural network learning", Journal of Circuits, Systems and Computers, vol. 4, no. 1, Mar. 1994, pp. 23-51. Van Huffel S., "Enhanced resolution based on minimum variance estimation and exponential data modeling", Signal Processing, vol.33, no.3, 1993, pp. 333-355. Hao J., Tan S., Vandewalle J., "Rule-based neural controller for inverted pendulum system", International Journal of Neural Systems, vol.4, no.1, 1993, pp. 55-64. Hao J., Tan S., Vandewalle J., "Bipolar pattern association using a two-layer feedforward neural network", IEEE Trans. Circuits Syst., vol.40, no.12, 1993, pp. 943-946. Van Impe J., Nicolaï B., Martens T., De Baerdemaeker J., Vandewalle J., "Dynamic mathematical model to predict microbial growth and degradation during food processing", Applied and Environmental Microbiology, vol.58, no.9, 1992, pp. 2901-2909. Stoica P., Söderström T., Van Huffel S., "On SVD-based and TLS-based high-order Yule-Walker methods of frequency estimation", Signal Processing, vol. 29, 1992, pp. 309-317. Van Overschee P., De Moor B., "Subspace algorithms for the stochastic identification problem", Automatica, vol. 29, no. 3, Mar. 1993, pp. 649-660. De Moor B., David J., "Total linear least squares and the algebraic Riccati equation", System & Control Letters, vol.18, no.5, May 1992, pp. 329-337. Hao J., Tan S., Vandewalle J., "A new approach to the design of discrete Hopfield associative memories", Journal of Artificial Neural Networks, vol.1, 1994, pp. 247-266. Nicolaï B., Van Impe J., Vanrolleghem P., Vandewalle J., "A modified unstructured mathematical model for the penicillin G fed-batch fermentation", Biotechnology Letters, vol.13, no.7, 1991, pp. 489-494. Van Huffel S., Zha H., "An efficient total least squares algorithm based on a rank-revealing two-sided orthogonal decomposition", Numerical Algorithms, vol. 4, 1993, pp. 101-133. De Moor B., David J., Vandewalle J., De Moor M., Berckmans D., "Trade-offs in linear control system design: a practical example", Optimal Control Applications & Methods, vol.13, 1992, pp. 121-144. Tan S., Vandewalle J., "An alternative proof for the minimal factorization theorem for rational matrices", Systems & Control Letters, vol.14, 1990, pp. 37-40. Stoian A., Stoica P., Van Huffel S., "Comparative performance study of least-squares and total least squares Yule-Walker estimates of autoregressive parameters", Scientific Bulletin, Electrical Eng. Series, Polytechnic Institute of Bucharest, vol. 52, no. 2, 1990, pp. 81-89. Van Huffel S., "On the significance of nongeneric total least squares problems", SIAM J. Matrix Anal. Appl., vol. 13, no. 1, 1992, pp. 20-35. Tan S., Hao J., Vandewalle J., "Pattern storage and Hopfield neural associative memory with hidden structure", International Journal of Neural Systems, vol.3, no.3, 1992, pp. 315-322. Van Impe J., Nicolaï B., Vanrolleghem P., Spriet J., De Moor B., Vandewalle J., "Optimal control of the penicillin G fed-batch fermentation: an analysis of a modified unstructured model", Chemical Engineering Communications, vol.117, 1992, pp. 337-353. Suykens J.A.K., Vandewalle J., "Quasilinear approach to nonlinear systems and the design of n-double scroll (n=1,2,3,4,...)", IEE Proceedings-G, vol. 138, no. 5, Oct. 1991, pp. 595-603. Van Impe J., Nicolaï B., Vanrolleghem P., Spriet J., De Moor B., Vandewalle J., "Optimal control of the penicillin G fed-batch fermentation: an analysis of the model of Heijnen et al", Optimal control applications & methods, vol. 15, no. 1, 1994, pp. 13-34. Van Huffel S., "Iterative algorithms for computing the singular subspace of a matrix associated with its smallest singular values", Lin. Alg. Appl., vol. 154-156, 1991, pp. 675-709. Van Huffel S., Vandewalle J., "On the accuracy of total least squares and least squares techniques in the presence of errors on all data", Automatica, vol. 25, 1989, pp. 765-769. Van Huffel S., Vandewalle J., "Analysis and properties of the generalized total least squares problem $AX \approx B$ when some or all columns of A are subject to errors", SIAM J. Matrix Anal. Appl., vol. 10, no. 3, Jul. 1989, pp. 294-315. Van Huffel S., Vandewalle J., "Algebraic connections between the least squares and total least squares problems", Numer. Math., vol. 55, no. 4, Jul. 1989, pp. 431-449. Van Huffel S., Zha H., "The restricted total least squares problem: Formulation, algorithm and properties", SIAM J. Matrix Anal. Appl., vol. 12, no. 2, Apr. 1991, pp. 292-309. Van Huffel S., Vandewalle J., "Analysis and solution of the nongeneric total least squares problem", SIAM J. Matrix Anal. Appl., vol. 9, no. 3, 1988, pp. 360-372. Van Huffel S., Vandewalle J., "The partial Total Least Squares algorithm", Journal Comput. and Applied Math., vol. 21, 1988, pp. 333-341. Van Huffel S., "Partial total least squares algorithm (Algorithm 33)", Journal of Computational and Applied Mathematics, vol. 33, 1990, pp. 113-121. Van Huffel S., "Partial singular value decomposition algorithm (Algorithm 32)", Journal of Computational and Applied Mathematics, vol. 33, 1990, pp. 105-112. Van Huffel S., Vandewalle J., "Comparison of total least squares and instrumental variable methods for parameter estimation of transfer function models", International J. Control, vol.50, 1989, pp. 1039-1056. Van Huffel S., "The extended classical total least squares algorithm", J. Comput. Appl. Math., vol. 25, 1989, pp. 111-119. Van Huffel S., Vandewalle J., Haegemans A., "An efficient and reliable algorithm for computing the singular subspace of a matrix, associated with its smallest singular values", Journal of Computational and Applied Mathematics, vol. 19, 1987, pp. 313-330. Van Huffel S., Vandewalle J., "Subset selection using the total least squares approach in collinearity problems with errors in the variables", Linear Algebra & its Applications, vol. 88/89, Apr. 1987, pp. 695-714. Van Huffel S., Vandewalle J., "Algebraic relationships between classical regression and total least-squares estimation", Linear Algebra & its Applications, vol. 93, Aug. 1987, pp. 149-160. Van Huffel S., Vandewalle J., De Roo M.C., Willems J.L., "Reliable and efficient deconvolution technique based on total linear least squares for calculating the renal retention function", Medical and Biological Engineering and Computing, vol. 25, Jan. 1987, pp. 26-33. Top  National Journal Paper Breckpot M., De Moor B., "Overstromingen te slim af.", EOS, no. 2, Feb. 2010, pp. 34-35. Suykens J.A.K., "Gedrag in complexe netwerken", Karakter, no. 20, 2007, pp. 26-27. Van Herpe T., Van den Berghe G., De Moor B., "Technologie en Diabetes... een grote toekomst met een naderend hoogtepunt!", Diabetes Info, vol. 49, no. 2, Mar. 2006, pp. 17-18. Vanhamme L., Devos A., Van Hecke P., Van Huffel S., "Van spectroscopisch signaal tot klinische diagnose", Het Ingenieursblad, vol. 3, 2005, pp. 52-58. Bellemans T., De Schutter B., De Moor B., "Models for traffic control", Journal A, vol. 43, no. 3-4, 2002, pp. 13-22. De Smet F., Marchal K., Timmerman D., De Moor B., Moreau Y., "Gebruik van microroosters in de klinische oncologie", Tijdschrift voor Geneeskunde, vol. 57, no. 18, Sep. 2001, pp. 1225-1236. Van Gestel T., De Moor B., De Lathauwer L., Lemmerling P., Buijs J., Favoreel W., Vanderick L., Depreter A., Hoornaert L., Crepel M., "Survey of specific electric consumptions and consumption profiles of domestic appliances", Revue d'Electricit'e et d'Electronique Industrielle - Tijdschrift voor Elektriciteit en Industriële Electronica, Speical Issue on les émissions de CO2 due á la conversion d'énergie : une analyse du cycle de vie - De oorsprong van CO2-emissies ten gevolge van energieconversie, herfst 2000, pp. 14-19. De Moor B., Bellemans T., "Niet opgelost, wel uitgelegd : file ! file ! file !", Teek Magazine, Nov. 1999, pp. 36-39. Gutierrez A., Espinosa J., De Keyser R., "An application of neural network based predictive control", Journal A, vol. 41, no. 1, Mar. 2000, pp. 52-59. De Schutter B., Bellemans T., Logghe S., Stada J., De Moor B., Immers B., "Advanced traffic control on highways", Journal A, vol. 40, no. 4, Dec. 1999, pp. 42-51. De Moor B., De Gersem P., De Schutter B., Favoreel W., "DAISY : A database for identification of systems", Journal A, Special Issue on CACSD (Computer Aided Control Systems Design), vol. 38, no. 3, Sep. 1997, pp. 4-5. Minten W., Vranckx S., De Moor B., Vandewalle J., "BondLab, A MathLab based GUI for Bond Graph modeling", Journal A, Special Issue on CACSD (Computer Aided Control Systems Design), vol. 38, no. 8, Sep. 1997, pp. 11-15. Van Overschee P., Moons C., Van Brempt W., Vanvuchelen P., De Moor B., "RaPID : the end of heuristic PID tuning", Journal A, Special Issue CACSD (Computer Aided Control Systems Design), vol. 38, no. 3, Sep. 1997, pp. 6-10. Suykens J.A.K., Bersini H., "Neural control theory: an overview", Journal A, vol. 37, no. 3, 1996, pp. 4-10. Ben-Naoum L., Boel R., Bongaerts L., De Schutter B., Peng Y., Valckenaers P., Vandewalle J., Wertz V., "Methodologies for discrete event dynamic systems: a survey", Journal A, vol. 36, no. 4, Dec. 1995, pp. 3-14. Espinosa J., Vanvuchelen P., Vandewalle J., "Fuzzy scheduling to control a hydraulic servo system", Journal A, Special Issue on Fuzzy Control, vol. 36, no. 3, Oct. 1995, pp. 51-55. Van Impe J., Vandewalle J., Vanrolleghem P., Verstraete W., "New trends in model-based monitoring and control of the activated sludge wastewater treatment process", Journal A, Special Issue on Environmental Control, vol.33, no.3, 1992, pp. 19-29. Van Huffel S., Vandewalle J., "The application of the total least squares technique in linear parameter estimation", Journal A, vol. 29, no. 1, 1988, pp. 17-26. Top  International Conference Paper Gros S., Zanon M., Vukov M., Diehl M., "Nonlinear MPC and MHE for Mechanical Multi-Body Systems with Application to Fast Tethered Airplanes", in Proc. of the Nonlinear Model Predictive Control Conference (NMPC), Leeuwenhorst, Netherlands, Aug. 2012, pp. 86-93. Gros S., Zanon M., Diehl M., "Orbit Control for a Power Generating Airfoil Based on Nonlinear MPC", in Proc. of the American Control Conference, 2012 (ACC), Montreal, Canada, Jun. 2012, pp. 137-142. Gros S., Quirynen R., Diehl M., "Aircraft Control Based on Fast Nonlinear MPC and Multiple-shooting", in 2012 IEEE 51st Annual Conference on Decision and Control (CDC) (CDC), Maui, Hawaii, Dec. 2012, pp. 1142 - 1147. Quirynen R., Vukov M., Diehl M., "Auto Generation of Implicit Integrators for Embedded NMPC with Microsecond Sampling Times", in Proceedings of the 4th IFAC Nonlinear Model Predictive Control Conference (NMPC), Noordwijkerhout, The Netherlands, Aug. 2012, pp. 175-180. Caicedo A., Thewissen L., Naulaers G., Lemmers P., Van Bel F., Van Huffel S., "Effect of Maternal use of Labetalol on the Cerebral autoregulation in premature infants", in Advances in Experimental Medicine and Biology, (Van Huffel S., ed.), Proc. of the 40th Annual ISOTT Meeting, Springer 2012, pp. 1-6. Caicedo A., Papademetriou M.D., Tachtsidis I., Van Huffel S., "Decoupling the influence of systemic variables in the peripheral and cerebral haemodynamics during ECMO procedure by means of oblique and orthogonal subspace projections", in Proc. of the 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), (IEEE EMBC), San Diego, California, Aug.-Sep. 2012, pp. 6153-6156. Gligorijevic I., Sleutjes BTHM., De Vos M., Blok JH., Montfoort I., MijoviÄ‡ B., Signoretto M., Van Huffel S., "Correcting electrode displacement errors in motor unit tracking using high density surface electromyography (HDsEMG)", in Proc. of the 7th International Workshop on Biosignal Interpretation (BSI2012), Como, Italy, Jul. 2012, pp. 1-4. Sorensen M., De Lathauwer L., "Tensor Decompositions with Vandermonde Factor and Applications in Signal Processing", in Proc. of the Asilomar Conference on Signals, Systems, and Computers 2012 (Asilomar 2012), California, USA, Nov. 2012, 5 p. Langone R., Alzate C., De Ketelaere B., Suykens J.A.K, "Kernel spectral clustering for predicting maintenance of industrial machines", in Proc. of the Symposium Series On Computational Intelligence (SSCI 2013), Singapore, Singapore, Apr. 2013, pp. 39-45. Kozma A., Andersson J., Diehl M., "{D}istributed {M}ultiple {S}hooting for {O}ptimal {C}ontrol of {L}arge {I}nterconnected {S}ystems", in Proc. of the International Symposium on Advanced Control of Chemical Processes (ADCHEM2012), Singapore, Singapore, Jul. 2012. Ferreau J., Kozma A., Diehl M., "A Parallel Active-Set Strategy to Solve Sparse Parametric Quadratic Programs arising in MPC", in Proc. of the 4th IFAC Nonlinear Model Predictive Control Conference (NMPC2012), Noordwijkerhout, The Netherlands, Aug. 2012. Hassani A., Bertrand A., Moonen M., "Tracking of a Rotating Object in a Wireless Sensor Network Using Fuzzy Based Adaptive IMM Filter", in Proc. of the 19th IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT2012), Eindhoven, Netherlands, Nov. 2012. Joosen P., Aerts W., Varon C., Widjaja D., Vandeput S., Aubert A.E., Van Huffel S., "Effect of Posture on the Cardiorespiratory System using Canonical Correlation Analysis", in Proc. of the 39th Annual Computing in Cardiology (CinC2012), Krakow, Poland, Sep. 2012, pp. 269-272. Widjaja D., Vlemincx E., Van Huffel S., "Multiscale Principal Component Analysis to Separate Respiratory Influences from the Tachogram: Application to Stress Monitoring", in Proc. of the 39th Annual Computing in Cardiology (CinC2012), Krakow, Poland, Sep. 2012, pp. 277-280. Mehrkanoon S., Suykens J.A.K., "LS-SVM based solution for delay differential equations", in Proc. of the International Conference on Mathematical Modelling in Physical Sciences (IC-MSQUARE 2012), Budapest, Hungary , Sep. 2012, 4 p. Jumutc V., Suykens J.A.K., "Supervised Novelty Detection", in Proc. of the IEEE Symposium Series on Computational Intelligence (SSCI 2013), Singapore, Singapore, Apr. 2013, pp. 143 - 149. Ugryumova D., Vandersteen G., Huyck B., Logist F., Van Impe J., De Moor B., "Identification and Modeling of Distillation Columns From Transient Response Data", in Proc. of the IEEE International Instrumentation and Measurement Technology Conference (I²MTC 2012), Graz, Austria, May 2012, pp. 2098 - 2103. Aerts W., Joosen P., Widjaja D., Varon C., Vandeput S., Van Huffel S., Aubert A.E., "Heart Rate and Blood Pressure Variability under Moon, Mars and Zero Gravity Conditions during Parabolic Flights", in Proc. of the Joint Life Science Meeting 'Life in Space for Life on Earth', Aberdeen, United Kingdom, Jun. 2012. Geusens A., Bertrand A., Cornelis B., Moonen M., "Multi-channel noise reduction in hearing aids with wireless access to an external reference signal", in Proc. of the International workshop on acoustic signal enhancement (IWAENC), Aachen, Germany, Sep. 2012. Varon C., Testelmans D., Buyse B., Suykens J.A.K, Van Huffel S., "Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis", in Proc. of the 34th Annual International Conference of the Engineering in Medicine and Biology Society (IEEE EMBC), San Diego, CA US, Aug. 2012, pp. 3151-3154. Hunyadi B., Mijovic B., Tousseyn S., Dupont P., Van Paesschen W., Van Huffel S., De Vos M., "ICA component selection based on sparse activelet reconstruction for fMRI analysis in refractory focal epilepsy", in Proc. of the Pattern Recognition in NeuroImaging (PRNI), 2012 International Workshop on (PRNI), London, United Kingdom, Jul. 2012, pp. 21-24. Liu Y., Gligorijevic I., Matic V., De Vos M., Van Huffel M., "Multi-Sparse Signal Recovery for Compressive Sensing", in Proc. of the 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2012), San Diego, USA, Aug. 2012, pp. 1-4. Houska B., Diehl M., "Optimization of Stable Periodic Attractors for Nonlinear Dynamic Systems", in Proc. of the 7th IFAC Symposium on Robust Control Design, Aalborg, Denmark, Jun. 2012, pp. 9-14. Sternberg J., Houska B., Logist F., Telen D., Van Impe J., Diehl M., "A Toolkit for Efficient Computation of Sensitivities in Approximate Robust Optimal Control Problems", in Proc. of the 7th IFAC Symposium on Robust Control Design, Aalborg, Denmark, Jun. 2012, pp. 183-188. Sternberg J., Gros S., Houska B., Diehl M., "Approximate robust optimal control of periodic systems with invariants and high-index differential algebraic systems", in Proceedings of the 7th IFAC symposium on robust control design (IFAC), Aalborg, Denmark, Jun. 2012, pp. 678-683. Kamitsos I., Tsiaflakis P., Kerpez K., Ha S., Chiang M., "Energy Efficient DSL via Heterogeneous Sleeping states : Optimization structures and operation guidelines", in Proc. of the IEEE Global Communications Conference (GLOBECOM), Anaheim, California, Dec. 2012, pp. 1-7. Widjaja D., Van Diest I., Van Huffel S., "Extraction of Direct Respiratory Influences from the Tachogram using Multiscale Principal Component Analysis", in Proc. of the 7the International Workshop on Biosignal Interpretation (BSI2012), Como, Italy, Jul. 2012, pp. 299-302. Breckpot M., Agudelo M., De Moor B., "Model Predictive Control of a river system with two reaches", in Proc. of the 51st IEEE Conference on Decision and Control (CDC2012), Maui, Hawaii, Dec. 2012, pp. 4549-4554. 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Alzate C., Suykens J.A.K., "A Semi-Supervised Formulation to Binary Kernel Spectral Clustering", in Proc. of the 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI/IJCNN 2012), Brisbane, Australia, Jun. 2012, pp. 1992-1999. Breckpot M., Agudelo M., De Moor B., "Control of a single reach with model predictive control", in River Flow 2012, (Murillo Muñoz R.E. , ed.), Proc. of the International Conference on Fluvial Hydraulics, CRC Press/Balkema (2300 AK Leiden, the Netherlands), 2012, pp. 1021-1028. Geebelen D., Batselier K., Dreesen P., Signoretto M., Suykens J.A.K., De Moor B., Vandewalle J., "Joint Regression and Linear Combination of Time Series for Optimal Prediction", in Proc. of the European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium, Apr. 2012. Dreesen P., Batselier K., De Moor B., "Weighted/Structured Total Least Squares Problems and Polynomial System Solving", in Proc. of the 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), Brugge, Belgium, Apr. 2012, pp. 351-356. Li Y., Sima D., Van Cauter S., Himmelreich U., Pi Y., Van Huffel S., "Tissue type differentiation for brain glioma using non-negative matrix factorization", in Proc. of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2012), Vilamoura, Portugal, Feb. 2012, pp. 25-31. Li Y., Sima D., Van Cauter S., Himmelreich U., Pi Y., Van Huffel S., "Simulation study of tissue type differentation using non-negative matrix factorization", in Proc. of theInternational Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2012), Vilamoura, Portugal, Feb. 2012, pp. 212-217. Signoretto M., Suykens J.A.K., "Convex Estimation of Cointegrated VAR Models by a Nuclear Norm Penalty", in Proc. of the 16th IFAC Symposium on System Identification (Sysid), Bruxelles,Belgium, Jul. 2012. Marconato A., Sjoberg J., Suykens J.A.K., Schoukens J., "Identification of the Silverbox Benchmark using Nonlinear State-Space Models", in Proc. of the 16th IFAC Symposium on System Identification (SYSID 2012), Brussels, Belgium, Jul. 2012, pp. 632-637. Breckpot M., Agudelo M., De Moor B., "Modelling of a river system with multiple reaches", in Proc. of the 16th IFAC Symposium on System Identification (SYSID 2012), Brussels, Belgium, Jul. 2012, pp. 1454 - 1459. Bertrand A., "Applications and trends in wireless acoustic sensor networks: a signal processing perspective", in Proc. of the IEEE Symposium on Communications and Vehicular Technology (SCVT), Ghent, Belgium, Nov. 2011. 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Eykens H., Widjaja D., Vanderperren K., Taelman J., Braeken M.A.K.A., Otte R.A., Van den Bergh B.R.H., Van Huffel S., "Phase-Rectified Signal Averaging for the Quantification of the Influence of Prenatal Anxiety on Heart Rate Variability of Babies", in Proc. of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2012), Vilamoura, Portugal, Feb. 2012, pp. 163-168. Gil-Cacho J., van Waterschoot T., Moonen M., Jensen S., "Nonlinear acoustic echo cancellation based on a parallel-cascade kernel affine projection algorithm", in Proc. of the 2012 IEEE Int. Conf. Acoust., Speech, Signal Process. ( ICASSP '12), Kyoto, Japan, Mar. 2012, pp. 33-36. van Waterschoot T., Leus G., "Distributed estimation of static fields in wireless sensor networks using the finite element method", in Proc. 2012 IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP '12), Kyoto, Japan, Mar. 2012, pp. 2853-2856. Bertrand A., Moonen M., "Power iteration-based distributed total least squares estimation in ad hoc sensor networks", in IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP), Kyoto, Japan, Mar. 2012, pp. 2669-2672. Savorgnan C., Kozma A., Andersson J., Diehl M., "Adjoint-Based Distributed Multiple Shooting for Large-Scale Systems", in Proc. of the 18th IFAC World Congress (IFAC2011), Milan, Italy, Aug. 2011. Tran Dinh Q., Savorgnan C. and Diehl M., "Real-Time Sequential Convex Programming for Nonlinear Model Predictive Control and Application to a Hydro-Power Plant", in Proc. of the 50th IEEE Conference on Decision and Control (CDC) and the European Control Conference (ECC) (CDC2011), Orlando, Florida, Dec. 2011(accepted), pp. 1-6. De Lathauwer L., "A Short Introduction to Tensor-Based Methods for Factor Analysis and Blind Source Separation", in Proc. of the7th International Symposium on Image and Signal Processing and Analysis (ISPA 2011), Dubrovnik, Croatia, Sep. 2011, pp. 558-563. van Waterschoot T., Leus G., "Static field estimation using a wireless sensor network based on the finite element method", in Proc. Int. Workshop Comput. Adv. Multi-Sensor Adaptive Process. (CAMSAP '11), San Juan, Puerto Rico, Dec. 2011, pp. 369-372. Jamali Rad H., van Waterschoot T., Leus G., "Cooperative localization using efficient Kalman filtering for mobile wireless sensor networks", in Proc. 19th European Signal Process. Conf. (EUSIPCO '11), Barcelona, Spain, Aug. 2011, pp. 1984-1988. Widjaja D., Varon C., Caicedo A., Van Huffel S., "An improved ECG-Derived Respiration Method using Kernel Principal Component Analysis", in Proc. of the 38th Annual Computing in Cardiology (CinC2011), Hangzhou, China, Sep. 2011, pp. 45-48. Forouzan A. R., Moonen M., Maes J., Guenach M., "Optimal Dynamic Spectrum Management for DSL Interference/Broadcast Channel", in Proc. of the IEEE International Conference on Communications, 2012 (ICC'12), Ottawa, Canada, Jun. 2012, pp. 1-6. Cornelis B., Moonen M., Wouters J., "Binaural voice activity detection for MWF-based noise reduction in binaural hearing aids", in Proc. of the European signal processing conference (EUSIPCO), Barcelona, Spain, Aug. 2011, pp. 486-490. Taelman J., Vandeput S., Gligorijevic I., Spaepen A., Van Huffel S., "Time-frequency heart rate variability characteristics of young adults during physical, mental and combined stress in laboratory environment", in Proc. of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC), Boston, Massachusetts, Sep. 2011, pp. 1973-1976. Agudelo M., Barrero O., Viaene P., De Moor B., "Assimilation of ozone measurements in the air quality model AURORA by using the Ensemble Kalman Filter", in Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC - ECC 2011), Orlando, USA, Dec. 2011, pp. 4430-4435. Moraes R.B., Tsiaflakis P., Maes J., Van Biesen L., Moonen M., "The Rate Maximization Problem in DSL with mixed Spectrum and Signal Coordination", in European Signal Processing Conference (EUSIPCO), Barcelona, Spain, Aug. 2011. Bertrand A., Moonen M., Sayed A.H., "Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks", in Proc. of the European signal processing conference (EUSIPCO), Barcelona, Spain, Aug. 2011, pp. 1025-1029. Hunyadi B., De Vos M., Signoretto M., Suykens J.A.K., Van Paesschen W., Van Huffel S., "Automatic Seizure Detection Incorporating Structural Information", in Proc. of the 21st International Conference on Artificial Neural Networks, LNCS 6791 (ICANN 2011), Espoo, Finland, Jun. 2011, pp. 233-240. Segers H., Combaz A., Manyakov N.V., Chumerin N., Vanderperren K., Van Huffel S., Van Hulle M.M., "Steady state visual evoked potential (SSVEP) - based brain spelling system with synchronous and asynchronous typing modes", in IFMBE Proceedings Volume 34 - Proc. of the 15th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC 2011), Aalborg, Denmark, Jun. 2011, pp. 164-167. Langone R., Alzate C., Suykens J.A.K., "Modularity-based model selection for kernel spectral clustering", in Proc. of the International Joint Conference on Neural Networks (IJCNN 2011), San Jose, U.S.A., Aug. 2011, pp. 1849-1856. 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Caicedo A., Naulaers G., Wolf M., Lemmers P., Van Bel F., Ameye L., Van Huffel S., "Assessment of the Myogenic and Metabolic Mechanism Influence in Cerebral Autoregulation Using Near-Infrared Spectroscopy", in Advances in Experimental Medicine and Biology, (Wolf M., Bucher H.U., Rudin M., Van Huffel S., Wolf U., Bruley D.F., and Harrison D.K. , eds.), vol. 737 of mph{Oxygen Transport to Tissue XXXIII }, Springer Science+Business Media, 2012, pp. 37-44. Bonilla J., Logist F., De Moor B., Van Impe J., "Parameter Estimation of a Rigorous Rate Base Model for Distillation in Packed Columns", in Proceedings of the 18th IFAC World Congress (IFAC2011), Milano, Italy, Aug. 2011, pp. 465-470. 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Gligorijevic I., Welkenhuysen M., Prodanov D., Eberle W., Nuttin B., Bartic C., Van Huffel S., "Statistical analysis of neural spike trains for evaluation of functional differences in brain activity", in Proc. of the BIOSIGNAL 2010 conference (BIOSIGNAL 2010), Berlin, Germany, Jul. 2010. Dreesen P., Batselier K., De Moor B., "Back to the Roots: Polynomial System Solving, Linear Algebra, Systems Theory", in Proc. of the 16th IFAC Symposium on System Identification (SYSID 2012), Brussels, Belgium, Jul. 2012, pp. 1203-1208. Widjaja D., Vandeput S., Taelman J., Braeken M.A.K.A., Otte R.A., Van den Bergh B.R.H., Van Huffel S., "Accurate R Peak Detection and Advanced Preprocessing of Normal ECG for Heart Rate Variability Analysis", in Proc. of the 37th Annual Computing in Cardiology (CinC 2010), Belfast, Northern Ireland, Sep. 2010, pp. 533-536. 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Yu S., De Moor B., Moreau Y., "Learning with heterogenous data sets by Weighted Multiple Kernel Canonical Correlation Analysis", in Proc. of the IEEE Machine Learning for Signal Processing (IEEE MLSP 2008), Thessaloniki, Greece, Aug. 2007, pp. 81-86. Pelckmans K., Suykens J.A.K., "topranking: predicting the most relevant element of a set", in Proc. of the 1st IAPR Workshop on Cognitive Information Processing (CIP 2008), Greece, Santorini, Jun. 2008. De Vos M., De Lathauwer L., Van Huffel S., "Imposing independence constraints in the CP model", in Proc. of the 7th international conference on independent component analysis (ICA 07), London, England, Sep. 2007, pp. --. van Waterschoot T., Rombouts G., Moonen M., "Dually regularized recursive prediction error identification for acoustic feedback and echo cancellation", in Proc. 15th European Signal Processing Conference (EUSIPCO-2007), Poznan, Poland, Sep. 2007, pp. 1610-1614. Alzate C., Suykens J.A.K., "ICA Through an LS-SVM Based Kernel CCA Measure for Independence", in Proc. of the 2007 International Joint Conference on Neural Networks (IJCNN 2007), Orlando, FL. U.S.A., Aug. 2007, pp. 2920-2925. Ojeda F., Suykens J.A.K, De Moor B., "Variable selection by rank-one updates for least squares support vector machines", in Proc. of the 2007 International Joint Conference on Neural Networks (IJCNN), Orlando, FL. U.S.A., Aug. 2007, pp. 2283-2288. Pelckmans K., Suykens J.A.K., De Moor B., "Convex Optimization for the Design of Learning Machines", in Proc. of the European Symposium on Artificial Neural Networks (ESANN 2007), Bruges, Belgium, Apr. 2007, pp. 193-204. Pelckmans K., Suykens J.A.K., De Moor B., "A Risk Minimization Principle for a Class of Parzen Estimators", in Proc. of the Neural Information Processing Systems (NIPS 2007), Vancouver, Canada, Dec. 2007. Vanluyten B., Willems J.C., De Moor B., "A new Approach to the Identification of Hidden Markov Models", in Proc. of the 46-th IEEE Conference on Decision and Control (CDC 2007), New Orleans, LA, Dec. 2007, pp. 4901-4905. Agudelo M., Espinosa J., De Moor B., "POD-Based Predictive Controller with Temperature Constraints for a Tubular Reactor", in Proceedings of the 46th IEEE Conference on Decision and Control (CDC 2007), New Orleans, USA, Dec. 2007, pp. 3537-3542. Janssens F., Glanzel W., De Moor B., "Dynamic hybrid clustering of bioinformatics by incorporating text mining and citation analysis", in Proc. of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD¢07), San Jose, California, Aug. 2007, pp. 360--369. Barjas Blanco T., De Moor B., "Polytopic invariant sets for continuous-time systems", in Proc. of the European Control Conference 2007 (ECC07), Kos, Greece, Jul. 2007, pp. 5087-5093. Willems J.C, "Interconnection by Sharing Variables", in Proc. of the European Control Conference 2007 (ECC 2007), Kos, Greece, Jul. 2007, pp. 5288-5291. Garcia-Gomez J.M., Tortajada S., Vicente J., Saez C., Castells X., Luts J., Julia-Sape M., Juan-Ciscar A., Van Huffel S., Arus C., Robles M., "Genomics and metabolomics research of Brain Tumours based on Machine Learning", in Proc. of the 9th International Work-Conference on Artificial Neural Networks (IWANN'07), San Sebastian, Spain, Jun. 2007, pp. 1012-1019. Ishteva M., De Lathauwer L., Van Huffel S., "Comparison of the performance of matrix and tensor based multi-channel harmonic analysis", in Proc. of the 7th International Conference on Mathematics in Signal Processing, Cirencester, UK, Dec. 2006, pp. 77-80. Le Nir V., Moonen M., Verlinden J., "Optimal Power Allocation under Per-Modem Total Power and Spectral Mask Constraints in XDSL Vector Channels with Alien Crosstalk", in Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Honolulu HI, USA, Apr. 2007, pp. 357-360. Markovsky I., Amann A., Van Huffel S., "Application of filtering methods for removal of resuscitation artifacts from human ECG signals", in Proc. of the 30th Annual International IEEE EMBS conference (EMBS 2008), Vancouver, Canada, Aug. 2008, pp. 13-16. Rodriguez V., Janssens F., Ghazanchian M., Debackere K., De Moor B., "On material transfer agreements and visibility of researchers in biotechnology", in Proc. of the 11th International Conference of the International Society for Scientometrics and Informetrics (ISSI2007), Madrid, Spain, Jun. 2007, pp. 659-671. Van de Plas R., Ojeda F., Dewil M., Van Den Bosch L., De Moor B., Waelkens E., "Prospective Exploration of Biochemical Tissue Composition via Imaging Mass Spectrometry Guided by Principal Component Analysis", in Proceedings of the Pacific Symposium on Biocomputing 12 (PSB), Maui, Hawaii, Jan. 2007, pp. 458-469. Janssens F., Glanzel W., De Moor B., "A hybrid mapping of information science", in Proc. of the 11th International Conference of the International Society for Scientometrics and Informetrics (ISSI2007), Madrid, Spain, Jun. 2007, pp. 408--420. Van Herpe T., Haverbeke N., Espinoza M., Van den Berghe G., De Moor B., "Adaptive modeling for control of glycemia in critically ill patients", in Proc. of the 10th International IFAC Symposium on Computer Applications in Biotechnology (Vol. 1) (CAB), Cancun, Mexico, Jun. 2007, pp. 159-164. Aung M.S.H., Lisboa P.J.G., Etchells T.A.E., Testa A.C., Van Calster B., Van Huffel S., Valentin L., Timmerman D., "Comparing analytical decision support models through Boolean rule extraction: a case study of ovarian tumour malignancy", in Advances in neural networks - ISNN 2007, (Liu D., Fei S., Hou Z.-G., Zhang H., and Sun C., eds.), Proc. of the 4th International Symposium on Neural Networks, Nanjing, China, 3-7 June, 2007, Part II, vol. 4492 of emph{Lecture Notes in Computer Science}, Springer, 2007, pp. 1177-1186. Nion D., De Lathauwer L., "A Block Factor Analysis Based Receiver for Blind Multi-user Access in Wireless Communications", in Proc. of the 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, May 2006, pp. 825-828. Nion D., De Lathauwer L., "Line Search Computation of the Block Factor Model for Blind Multi-user Access in Wireless Communications", in Proc. of the IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2006), Cannes, France, Jul. 2006, 5 p. Nion D., De Lathauwer L., "Levenberg-Marquardt Computation of the Block Factor Model for Blind Multi-user Access in Wireless Communications", in Proc. of the 14th European Signal Processing Conference (Eusipco 2006), Florence, Italy, Sep. 2006, pp. . Alzate C., Suykens J.A.K., "Image Segmentation using a Weighted Kernel PCA Approach to Spectral Clustering", in Proc. of the 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing (CIISP 2007), Honolulu, U.S.A., Apr. 2007, pp. 208-213. Agudelo M., Espinosa J., DeMoor B., "Control of a Tubular Chemical Reactor by means of POD and Predictive Control Techniques", in Proceedings of the European Control Conference 2007 (ECC'07), Kos, Greece, Jul. 2007, pp. 1046-1053. Van Herpe T., Haverbeke N., Pluymers B., Van den Berghe G., De Moor B., "The application of Model Predictive Control to normalize glycemia of critically ill patients.", in Proc. of the European Control Conference 2007 (ECC 2007), Kos, Greece, Jul. 2007, pp. 3116-3123. Pelckmans K., Shawe-Taylor J., Suykens J.A.K., De Moor B., "Margin based Transductive Graph Cuts using Linear Programming", in Proc. of the 11th International Conference on Artificial Intelligence (AISTATS 2007), San Juan, Puerto Rico, Apr. 2007, pp. 360-367. Vandewalle J., Suykens J.A.K., De Moor B., Lendasse A., "State of the art and evolutions in public data sets and competitions for system identification, time series prediction and pattern recognition", in Proc. of the 2007 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007), Honolulu, Hawai, Apr. 2007, pp. IV-1269 -- IV1272. Markovsky I., Rapisarda P., "On the linear quadratic data-driven control", in Proc. of the European Control Conference 2007 (ECC'07), Kos, Greece, Jul. 2007, pp. 5313-5318. Vanluyten B., De Cock K., Willems J.C., De Moor B., "Equivalence of State Representations for Hidden Markov Models", in Proc. of the European Control Conference 2007 (ECC 2007), Kos, Greece, Jul. 2007. Gillijns S., Haverbeke N., De Moor B., "Information, Covariance and Square-Root Filtering in the Presence of Unknown Inputs", in Proc. of the 2007 European Control Conference (ECC 2007), Kos, Greece, Jul. 2007, pp. 2213-2217. Pelckmans K., Suykens J.A.K., De Moor B., "The Kingdom-Capacity of a Graph: On the Difficulty of Learning a Graph Labelling", in Proc. of the workshop Mining and Learning with graphs (MLG 2006), Berlin, Germany, Sep. 2006. Janssens F., Tran Quoc V., Glanzel W., De Moor B., "Integration of textual content and link information for accurate clustering of science fields", in Proc. of the 1st International Conference on Multidisciplinary Information Sciences and Technologies (InSciT2006), Mérida, Spain, Oct. 2006, pp. 615-619. Van Calster B., Timmerman D., Nabney I.T., Valentin L., Van Holsbeke C., Van Huffel S., "Classifying ovarian tumors using Bayesian Multi-Layer Perceptrons and Automatic Relevance Determination: A multi-center study", in Proc. of the 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2006), New York City, USA, Sep. 2006, pp. 5642-5645. van Waterschoot T., Rombouts G., Moonen M., "MSE optimal regularization of APA and NLMS algorithms in room acoustic applications", in Proc. of the International Workshop on Acoustic Echo and Noise Control (IWAENC), Paris, France, Sep. 2006. Xavier de Souza S., Van Dyck M., Suykens J.A.K., Vandewalle J., "Fast and Robust Face Tracking for CNN chips: application to wheelchair driving", in Proc. of the 10th IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA'2006), Istanbul, Turkey, Aug. 2006, pp. 200-205. Hillier D., Xavier de Souza S., Suykens J.A.K., Vandewalle J., "CNNOPT : Learning dynamics and CNN chip-specific robustness", in Proc. of the 10th IEEE International Workshop on Cellular Neural Networks and their applications (CNNA'2006), Istanbul, Turkey, Aug. 2006, pp. 114-119. Pelckmans K., Van Vooren S., Coessens B., Suykens J.A.K., De Moor B., "Mutual Spectral Clustering: Microarray Experiments Versus Text Corpus", in Proc. of the workshop on Probabilistic Modeling and Machine Learning in Structural and Systems Biology (PMSB 2006), Helsinki, Finland, Jun. 2006. Agudelo M., Espinosa J., De Moor B., "Application of POD and Predictive Control Techniques to the control of the Temperature Profile of an one-dimensional bar", in Proceedings of the XII Latin-American Congress on Automatic Control (CLCA 2006), Salvador, Brazil, Oct. 2006, pp. CD-ROM. Van Herpe T., Pluymers B., Espinoza M., Van den Berghe G., and De Moor B., "A minimal model for glycemia control in critically ill patients", in Proc. of the 28th IEEE EMBS Annual International Conference (EMBC 06), New York City, USA, Aug. 2006, pp. 5432-5435. Markovsky I., Boets J., Vanluyten B., De Cock K., De Moor B., "When is a pole spurious?", in Proc. of the International Conference on Noise and Vibration Engineering (ISMA 2007), Leuven, Belgium, Sep. 2007, pp. 1615-1626. Hillier D., Gunel S., Suykens J.A.K., Vandewalle J., "Learning Partial Synchronization Regimes with Imposed Qualitative Behavior on an Array of Chua's Oscillators", in Proc. of the International Symposium on Nonlinear Theory and its Applications (NOLTA 2006), Bologna, Italy, Sep. 2006, pp. 983-986. Gunel S., Suykens J.A.K., Vandewalle J., "Global Optimization with Coupled Local Minimizers Excited by GaussianWhite Noise", in Proc. of the 2006 International Symposium on Nonlinear Theory and its Applications (NOLTA2006), Bologna, Italy, Sep. 2006, pp. 743-746. Pelckmans K., Karsmakers P., Suykens J.A.K., De Moor B., "Ordinal Least Squares Support Vector Machines - a Discriminant Analysis Approach", in Proc. of the Machine Learning for Signal Processing (MLSP 2006), Maynooth, Ireland, Sep. 2006. Choi I.S., Rossiter J.A., Pluymers B., Fleming P., "A Robust MPC Design for Hot Rolling Mills: A Polyhedral Invariant Set Approach", in Proc. of the American Control Conference 2006 (ACC'06), Minneapolis, USA, Jun. 2006, pp. CD-ROM. Willems J. C., Yamamoto Y., "Behaviors Defined by Rational Functions", in Proc. of the 45-th Conference on Decision an Control (CDC 2006), San Diego, California, Dec. 2006, pp. 550-552. Vanluyten B., Willems J., De Moor B., "Matrix Factorization and Stochastic State Representations", in Proc. of the 45-th Conference on Decision an Control (CDC 2006), San Diego, California, Dec. 2006, pp. 4188-4193. Markovsky I., Willems J. C., De Moor B., "The Module Structure of ARMAX Systems", in Proc. of the 45-th Conference on Decision an Control (CDC 2006), San Diego, California, Dec. 2006, pp. 811-816. Xavier de Souza S., Suykens J.A.K., Vandewalle J., Bolle D., "Cooperative Behavior in Coupled Simulated Annealing Processes with Variance Control", in Proc. of the International Symposium on Nonlinear Theory and its Applications (NOLTA2006) (NOLTA2006), Bologna, Italy, Sep. 2006, pp. 879-882. De Lathauwer L., Castaing J., "Second-Order Blind Identification of Underdetermined Mixtures", in Proc. of the 6th International Conference on Independent Component Analysis and Blind Source Separation (ICA 2006), Charleston, South Carolina, Mar. 2006, pp. 40-47. Alzate C., Suykens J.A.K., "A Weighted Kernel PCA Formulation with Out-of-Sample Extensions for Spectral Clustering Methods", in Proc. of the 2006 International Joint Conference on Neural Networks (IJCNN'06), Vancouver, Canada, Jul. 2006, pp. 138-144. Gillijns S., De Moor B., "Data-based Subsystem Identification for Dynamic Model Updating", in Proc. of the 45th IEEE Conference on Decision and Control (CDC2006), San Diego, USA, Dec. 2006, pp. 3303-3308. De Lathauwer L., "Parallel Factor Analysis by Means of Simultaneous Matrix Decompositions", in Proc. of the First IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2005), Puerto Vallarta, Mexico, Dec. 2005, pp. 125-128. Markovsky I. and Van Huffel S., "An algorithm for approximate common divisor computation", in Proc. of the 17th Symposium on Mathematical Theory of Networks and Systems (MTNS'06), Kyoto, Japan, Jul. 2006, pp. 274-279. De Brabanter J., Pelckmans K., Suykens J.A.K., De Moor B., "Prediction Intervals for NAR Model Structures Using a Bootstrap Method", in Proc. of the 2005 International Symposium on Nonlinear Theory and its Applications (NOLTA 2005), Brugge, Belgium, Sep. 2005, 6 p. De Brabanter J., Pelckmans K., Suykens J.A.K., De Moor B., "generalized likelihood ratio statistics based on bootstrap techniques for autoregression models", in Proc. of the 14th IFAC Symposium on System Identification (SYSID 2006), Newcastle, Australia, Mar. 2006, 6 p. De Brabanter J., Pelckmans K., Suykens J.A.K., De Moor B., "Nonparametric Comparison of Signals Based on Statistical Bootstrap Techniques", in Proc. of the European Conference on the Use of Modern Information and Communication Technologies (ECUMICT), Gent, Belgium, Mar. 2006, pp. . De Cock K., Mercère G., De Moor B., "Recursive subspace identification for in-flight modal analysis of airplanes", in Proc. of the International Conference on Noise and Vibration Engineering (ISMA 2006), Leuven, Belgium, Sep. 2006. Markovsky I., Willems J. C., De Moor B., "Comparison of identification algorithms on the database for system identification DAISY", in Proc. of the 17th International Symposium on Mathematical Theory of Networks and Systems (MTNS'06), Kyoto, Japan, Jul. 2006, pp. 2858-2869. Pelckmans K., Suykens J.A.K., De Moor B., "Clustering and Staircases", in NIPS 2005 workshop on Theoretical Foundations on Clustering, 2 p. Agudelo M., Espinosa J., Vandewalle J., "Control of the Synthesis Section of a Urea Plant by means of an MPC Controller", in 16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering, (Marquardt W., and Pantelides C., eds.), vol. 21 of Computer-Aided Chemical Engineering, Elsevier, 2006, pp. 1305-1310. Hostens E., Dehaene J., De Moor B., "Hashing protocol for multipartite entanglement distillation", in Proc. of MTNS 2006, Kyoto, Japan, Jul. 2006, pp. 188_1-188_13. Palanthandalam-Madapusi H., Gillijns S., De Moor B., Bernstein D.S., "Subsystem Identification for Nonlinear Model Updating", in Proc. of the of the 2006 American Control Conference (ACC2006), Minneapolis, USA, Jun. 2006, pp. 3056-3061. Pluymers B., Kothare M.V., Suykens J.A.K., De Moor B., "Robust Constrained Linear State Feedback Synthesis using LMI's and Polyhedral Invariant Sets", in Proc. of the American Control Conference 2006 (ACC'06), Minneapolis, USA, Jun. 2006, pp. CD-ROM. Imsland L., Rossiter J.A., Pluymers B., Suykens J.A.K., "Robust Triple Mode MPC", in Proc. of the American Control Conference 2006 (ACC'06), Minneapolis, USA, Jun. 2006, pp. CD-ROM. Willems J.C., Markovsky I., De Moor B., "State construction in subspace identification", in Proc. of the14th IFAC Symposium on System Identification (SYSID 2006), Newcastle, Australia, Mar. 2006, pp. 303--308. Espinoza M., Suykens J.A.K., De Moor B., "LS-SVM Regression with Autocorrelated Errors", in Proc. of the 14th IFAC Symposium on System Identification (SYSID), Newcastle, Australia, Mar. 2006, pp. 582-587. Van Herpe T., Espinoza M., Pluymers B., Wouters P., De Smet F., Van den Berghe G., De Moor B., "Development of a critically ill patient input-output model", in Proc. of the 14th IFAC Symposium on System Identification (SYSID 2006), Newcastle, Australia, Mar. 2006, pp. 481-486. Xavier de Souza S., Suykens J.A.K., Vandewalle J., "Learning wave phenomena on the CNN universal machine", in Proc. of the 2005 International Symposium on Nonlinear Theory and its Applications (NOLTA'05), Bruges, Belgium, Oct. 2005. Markovsky I., Alexander K., Van Huffel S., "On errors-in-variables estimation with unknown noise variance ratio", in Proc. of the14th IFAC Symposium on System Identification (SYSID 2006), Newcastle, Australia, Mar. 2006, pp. 172-177. Markovsky I., Willems J. C., De Moor B., "Recursive computation of the most powerful unfalsified model", in Proc. of the 14th IFAC Symposium on System Identification (SYSID 2006), Newcastle, Australia, Mar. 2006, pp. 588-593. Rossiter J.A., Pluymers B., "The potential of interpolation for simplifying predictive control and application to LPV systems", in Proc. of the International Workshop on assessment and future directions of NMPC (NMPC05), Freudenstadt - Lauterbad, Germany, Aug. 2005. Pochet N.L.M.M., Janssens F.A.L., De Smet F., Marchal K., Vergote I.B., Suykens J.A.K., De Moor B.L.R., "M@CBETH: optimizing clinical microarray classification", in Proc. of the 2005 IEEE Computational Systems Bioinformatics Conference (CSB2005), Stanford, California (US), Aug. 2005, pp. 89-90. Espinoza M., Suykens J.A.K., De Moor B., "Short Term Chaotic Time Series Prediction using Symmetric LS-SVM Regression", in Proc. of the 2005 International Symposium on Nonlinear Theory and Applications (NOLTA), Bruges, Belgium, Oct. 2005, pp. 606-609. Markovsky I., Willems J. C., De Moor B., "Software for deterministic linear system identification", in Proc. of the 17th Symposium on Mathematical Theory of Networks and Systems (MTNS'06), Kyoto, Japan, Jul. 2006, pp. 1475-1489. Sima D., Van Huffel S., "Using Core Formulations for Ill-posed Linear Systems", in Proc. of the 76th GAMM Annual Meeting, Luxembourg, Luxembourg, Mar.-Apr. 2005, pp. 795--796. Pelckmans K., De Brabanter J. Suykens J.A.K., De Moor B., "Convex Clustering Shrinkage", in Workshop on Statistics and Optimization of Clustering Workshop (PASCAL), London, U.K., Jul. 2005, pp. . Dimou I., Van Calster B., Van Huffel S., Timmerman D., Zervakis M., "Comparison of imputation approaches in ovarian tumor diagnostic models based on LS-SVMs", in Third International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2007), Plymouth, UK, Jul. 2007, pp. 46. Ameye L., De Brabanter J., Suykens J.A.K., Cadron I., Devlieger R., Timmerman D., Spitz B., Van Huffel S., "Predictive Models for Long Term Survival after Premature Rupture of Membranes", in Proc. of the 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference (IEEE-EMB), Shanghai, China, Sep. 2005, pp. 572-575. Rombouts G., van Waterschoot T., Struyve K., Moonen M., "Acoustic feedback cancellation for long acoustic paths using a nonstationary source model", in Proc. of the 13th European Signal Processing Conference (EUSIPCO '05), Antalya, Turkey, Sep. 2005. Pelckmans K., Suykens J.A.K., De Moor B., "Componentwise Support Vector Machines for Structure Detection", in Proc. of the International Conference on Artificial Neural Networks (ICANN 2005), Warsaw, Poland, Sep. 2005, pp. . Boets J., De Cock K., De Moor B., "Distances between dynamical models for clustering time series", in Proc. of the 14th IFAC Symposium on System Identification (SYSID-2006), Newcastle, Australia, Mar. 2006, pp. 392-397. Gillijns S., Barrero Mendoza O., Chandrasekar J., De Moor B., Bernstein D.S., Ridley A., "What Is the Ensemble Kalman Filter and How Well Does it Work?", in Proc. of the 2006 American Control Conference (ACC2006), Minneapolis, USA, Jun. 2006, pp. 4448--4453. Gillijns S., Bernstein D.S., De Moor B., "The Reduced Rank Transform Square Root Filter for Data Assimilation", in Proc. of the 14th IFAC Symposium on System Identification (SYSID2006), Newcastle, Australia, Apr. 2006. Pelckmans K., Goethals I., Suykens J.A.K., De Moor B., "On model complexity control in identification of Hammerstein Systems", in Proc. of the 44th IEEE conference on Decision and Control, and the European Control Conference (CDC-ECC 2005), (CDC-ECC 2005), Sevilla, Spain, Dec. 2005, pp. . Goethals I., Pelckmans K., Hoegaerts L., Suykens J.A.K., De Moor B., "Subspace intersection identification of Hammerstein-Wiener systems", in Proc. of the 44th IEEE conference on Decision and Control, and the European Control Conference (CDC-ECC 2005), Seville, Spain, Dec. 2005, pp. 7108-7113. Espinoza M., Suykens J.A.K., De Moor B., "Imposing Symmetry in Least Squares Support Vector Machines Regression", in Proc. of the 44th IEEE Conference on Decision and Control (CDC), Seville, Spain, Dec. 2005, pp. 5716 - 5721. Vanluyten B., Willems J.C., De Moor B., "Model Reduction of Systems with Symmetries", in Proc. of the 44th IEEE Conference on Decision and Control (CDC), Seville, Spain, Dec. 2005, pp. 826-831. Markovsky I. and Van Huffel S., "On weighted structured total least squares", in Large Scale Scientific Computations 2005, Lecture Noters in Computer Science, vol. 3743, (Lirkov I. and Margenov S. and Wasniewski J., ed.), Proceedings of the 5th international conference on Large-Scale Scientific Computations'', Sozopol, Bulgaria, Springer-Verlag (Berlin, Germany), 2006, pp. 695-702. Van Calster B., Condous G., Van Huffel S., Bourne T., Timmerman D., "Prediction of pregnancy of unknown location outcome: The difficult yet important case of ectopic pregnancy", in Proc. of the 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005), Lisbon, Portugal, Jun. 2005, pp. 98-105. Markovsky I., Willems J. C., De Moor B., "State representations from finite time series", in Proc. of the Conference on Decision and Control 2005 (CDC-ECC'05), Seville, Spain, Dec. 2005, pp. 832-835. Laudadio T., Pels P., De Lathauwer L., Van Hecke P., Van Huffel S., "Unsupervised tissue segmentation of MRSI data using Canonical Correlation Analysis", in Proc. of the 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005), Lisbon, Portugal, Jul. 2005, pp. 77-83. Alzate C., Suykens J.A.K., "Extending Kernel Principal Component Analysis to General Underlying Loss Functions", in Proc. of the International Joint Conference on Neural Networks (IJCNN'05), Montr?al, Canada, Jul. 2005, pp. 214-219. Espinoza M., Suykens J.A.K., De Moor B., "Load Forecasting using Fixed-Size Least Squares Support Vector Machines", in Computational Intelligence and Bioinspired Systems, (Cabestany J., Prieto A., and Sandoval F., eds.), Proceedings of the 8th International Work-Conference on Artificial Neural Networks, vol. 3512 of Lecture Notes in Computer Science, Springer-Verlag, 2005, pp. 1018-1026. van Waterschoot T., Moonen M., "Double-Talk Robust Acoustic Echo Cancellation with Continuous Near-End Activity", in Proc. of the 13th European Signal Processing Conference (EUSIPCO-2005), Antalya, Turkey, Sep. 2005, 4 p. Espinoza M., De Moor B., Joye C., Belmans R., "Local Load Analysis with Periodic Time Series and Temperature Adjustment", in Proc. of the 15th Power Systems Computation Conference (PSCC), Liege, Belgium, Aug. 2005. D'hulst R., Verhaegen K., Barjas Blanco T., Suykens J.A.K., Driesen J., Vandewalle J., Belmans R., "Teaching in Green Power Production and Prediction of Electricity Consumption", in Proc. of the IEEE Power Engineering Society (IEEE-PES), San Francisco, USA, May 2005, pp. 6-8. Rossiter J.A., Ding Y., Pluymers B., Suykens J.A.K., De Moor B., "Interpolation Based MPC with Exact Constraint Handling : the Uncertain Case", in Proc. of the Joint IEEE Conference on Decision and Control and European Control Conference (CDC-ECC05), Sevilla, Spain, Dec. 2005, pp. 302-307. Markovsky I., Willems J. C., Van Huffel C., De Moor B., "Software for approximate linear system identification", in Proc. of the Conference on Decision and Control 2005 (CDC-ECC'05), Seville, Spain, Dec. 2005, pp. 1559-1564. Van den Nest M., Dehaene J., De Moor B., "Local equivalence of stabilizer states", in Proc. of the MTNS 2004 conference (MTNS), Leuven, Belgium, Jul. 2004, 16 p. Willems J.C., "Hidden Variables in Dissipative Systems", in Proc. of the 43rd IEEE Conference on Decision and Control (CDC'04), Paradise Island, The Bahamas, Dec. 2004, pp. 358-363. Rapisarda P., Willems J.C., "Conserved- and zero-mean quadratic quantities for oscillatory systems", in Proc. of the Mathematical Theory of Networks and Systems (MTNS2004), Leuven, Belgium, Jul. 2004. Rapisarda P., Willems J.C., "An introduction to quadratic differential forms", in Proc. of the Mathematical Theory of Networks and Systems (MTNS2004), Leuven, Belgium, Jul. 2004. Van Herpe T., Goethals I., Pluymers B., De Smet F., Wouters P., Van den Berghe G., De Moor B., "Challenges in data-based patient modeling for glycemia control in ICU-patients", in Proc. of the Third IASTED International Conference on Biomedical Engineering (IASTED - Biomed), Innsbruck, Austria, Feb. 2005, pp. 685-690. Arena P., Fortuna L., Frasca M., Vagliasindi G., Basile A., Yalcin M. E., Suykens J.A.K., "CNN wave based computation for robot navigation on ACE16K", in 2005 IEEE International Symposium on Circuits and Systems, 4 p. Yalcin M.E., Suykens J.A.K., Vandewalle J., "Spatiotemporal pattern formation in the ACE16k CNN Chip", in Proc. of the 2005 IEEE International Symposium on Circuits and Systsems (ISCAS 2005), Kobe, Japan, May 2005, pp. 5814-5817. Coen T., Jans N., Van de Ponseele P., Goethals I., De Baerdemaeker J., De Moor B., "Engine sound comfortability: relevant sound quality parameters and classification", in Proc. of the IFAC world congress (IFAC2005), Prague, Czechia, July 2005, 6 p. Coen T., Jans N., Van de Ponseele P., Goethals I., De Baerdemaeker J., De Moor B., "Modelling the relationship between human perception and sound quality parameters using LS-SVMs.", in Proc. of the International Conference on Modal Analysis Noise and Vibration Engineering (ISMA 2004), Leuven, Belgium, Sep. 2004, pp. 3749-3763. Boyer R., De Lathauwer L., Abed-Meraim K., "Delayed Exponential Fitting by Best Tensor Rank-$Approximation", in Proceedings of the 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), Philadelphia, PA, Mar. 2005, pp. IV-269 -- IV-272. Barrero Mendoza O., Bernstein D. S., and De Moor B., "Spatially Localized Kalman Filtering for Data Assimilation", in Proc. of the 2005 American Control Conference (ACC 2005), Portland, USA, Jun. 2005, pp. 3468-3473. Pluymers B., Rossiter J.A., Suykens J.A.K., De Moor B., "Interpolation Based MPC for LPV Systems using Polyhedral Invariant Sets", in Proc. of the American Control Conference 2005 (ACC2005), Portland, USA, Jun. 2005, pp. 810-815. Rossiter J.A., Pluymers B., Suykens J.A.K., De Moor B., "A Multi Parametric Quadratic Programming Solution To Robust Predictive Control", in Proc. of the IFAC World Congress (IFAC05), Prague, Czech Republic, Jul. 2005. Vertommen J., Janssens F., De Moor B., Duflou J., "Advanced Personalization and Document Retrieval Techniques in Support of Efficient Knowledge Management", in Proc. of the 2nd International Seminar on Digital Enterprise Technology (DET), Seattle, Washington, Sep. 2004. De Bie T., Monsieurs P., Engelen K., De Moor B., Cristianini N., Marchal K., "Discovering transcriptional modules from Motif, Chip-chip and microarray data", in Proceedings of the Pacific Symposium on Biocomputing (PSB 2005), Hawaii, Jan. 2005, pp. 483-494. Pluymers B., Rossiter J.A., Suykens J.A.K, De Moor B., "A Simple Algorithm for Robust MPC", in Proc. of the IFAC World Congress (IFAC05), Prague, Czech Republic, Jul. 2005, pp. CD-ROM. Pluymers B., Rossiter J.A., Suykens J.A.K., De Moor B., "The Efficient Computation of Polyhedral Invariant Sets for Linear Systems with Polytopic Uncertainty", in Proc. of the American Control Conference 2005 (ACC2005), Portland, USA, Jun. 2005, pp. 804-809. De Bie T., Cristianini N., "Kernel methods for exploratory data analysis: a demonstration on text data", in Proc. of the joint IAPR international workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (SSSPR 2004), Lisbon, Portugal, Aug. 2004. Maerivoet S., Logghe S., De Moor B., Immers B., "A comparison of a cellular automaton and a macroscopic model", in Traffic and Granular Flow '03, (Hoogendoorn S.P., Luding S., Bovy P.H.L., Schreckenberg M., and Wolf D.E., eds.), Proceedings of the workshop on TGF03, Springer-Verlag, 2005, pp. 199-204. Goethals I., Vanluyten B., De Moor B., "Reliable spurious mode rejection using self learning algorithms", in Proc. of the International Conference on Modal Analysis Noise and Vibration Engineering (ISMA 2004), Leuven, Belgium, Sep. 2004, pp. 991-1003. Pelckmans K., De Brabanter J., Suykens J.A.K, De Moor B., "Maximal Variation and Missing Values for Componentwise Support Vector Machines", in Proc. of the International Joint Conference on Neural Networks (IJCNN 2005), Montreal, Canada, Aug. 2005, pp. . Devos A., Lukas L., Simonetti A.W., van der Graaf M., Buydens L.M.C., Heerschap A., Van Huffel S., "Does the combination of Magnetic Resonance Imaging and Spectroscopic Imaging improve the classification of brain tumours ?", in Proc. of the 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), San Francisco, California, Sep. 2004. Verdult V., Suykens J.A.K., Boets J., Goethals I., De Moor B., "Least Squares Support Vector Machines for Kernel CCA in Nonlinear State-Space Identification", in Proc. of the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004), Leuven, Belgium, Jul. 2004. Vandenplas S., Papy J.M., Wevers M., Van Huffel S., "Acoustic emission monitoring using a multimode optical fiber sensor", in Proc. of the SPIE Smart Structures/NDE Joint Conferences (SPIE SS/NDE 2004), San Diego, CA, Mar. 2004, pp. 1064-1067. Dehaene J., De Moor B., "Stabilizer states, conditional Clifford operations, and their possible role in quantum computation", in Proc. of MTNS 2004, Leuven, Belgium, Jul. 2004, pp. 127_1-127_13. Pelckmans K., Suykens J.A.K., De Moor B., "Alpha and beta stability for additively regularized LS-SVMs via convex optimization", in Proc. of the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS), Leuven, Belgium, Jul. 2004. Hoegaerts L., Suykens J.A.K., Vandewalle J., De Moor B., "A comparison of pruning algorithms for sparse least squares support vector machines", in Proceedings of the 11th International Conference on Neural Information Processing (ICONIP 2004), Calcutta, India, vol. 3316, Nov. 2004, pp. 1247-1253. De Bie T., Momma M., Cristianini N., "Efficiently Learning the Metric using Side-Information", in Proc. of the 14th International Conference on Algorithmic Learning Theory (ALT 2003), Sapporo, Japan, Oct. 2003. Pelckmans K., Suykens J.A.K., De Moor B., "Morozov, Ivanov and Tikhonov regularization based LS-SVMs", in Proc. of the11th International Conference on Neural Information Processing (ICONIP 2004), Calcutta, India, Nov. 2004, pp. . Goethals I., Mevel I., Benveniste A., De Moor B., "Recursive output-only subspace identification for in-flight flutter monitoring", in Proc. of the 22nd International Modal Analysis Conference (IMAC-XXII), Dearborn, Michigan, Jan. 2004. Vertommen J., Vandermeulen B., Duflou J., Van Dromme D., De Moor B., "Testing methods and algorithms for the next generation of knowledge management systems", in Proc. of the Future Business Technology Conference 2004 (FUBUTEC 2004), Fontainebleau, France, Mar. 2004. Chandrasekar J., Barrero O., Ridley A., Bernstein D.S., De Moor B., "State estimation for linearized MHD flow", in Proc. of the IEEE 2004 Conference on Decision and Control (CDC 2004), Atlantis - Paradise Island, Bahamas, Dec. 2004, pp. 2584 - 2589. Palanthandalam-Madapusi H.J., Gillijns S., Ridley A.J., Bernstein D.S., De Moor B., "Electric Potential Estimation with Line-of-Sight Measurements Using Basis Function Optimization", in Proc. of the 43rd IEEE Conference on Decision and Control (CDC), Paradise Island, The Bahamas, Dec. 2004, pp. 3625-3630. De Lathauwer L., Vandewalle J., "Dimensionality reduction in ICA and Rank-$ reduction in multilinear algebra", in Proc. of the Fifth International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada, Spain, Sep. 2004, pp. 295-302. Espinoza M., Suykens J.A.K., De Moor B., "Partially Linear Models and Least Squares Support Vector Machines", in Proc. of the 43rd IEEE Conference on Decision and Control (CDC), Paradise City, Bahamas, Dec. 2004. Pluymers B., Suykens J.A.K., De Moor B., "Robust finite-horizon MPC using optimal worst-case closed-loop predictions", in Proc. of the IEEE Conference on Decision and Control 2004 (CDC04), Paradise Island, Bahamas, Dec. 2004. Willems J.C., Markovsky I., Rapisarda P., De Moor B., "A note on persistency of excitation", in Proc. of the 43rd IEEE Conference on Decision and Control (CDC04), Atlantis, Bahamas, Dec. 2004, pp. 2630-2631. Markovsky I., Willems J.C., Rapisarda P., De Moor B., "Computation of LTI system responses directly from input/output data", in Proc. of the 16th IFAC World Congress (IFAC'05), Prague, Czech Republic, Jul. 2005, pp. CD-ROM. Markovsky I., Willems J.C., Van Huffel S., De Moor B., Pintelon R., "Application of structured total least squares for system identification", in Proc. of the 43rd IEEE Conference on Decision and Control (CDC), Atlantis, Bahamas, Dec. 2004, pp. 3382-3387. Sima D., Van Huffel S., "Minor component analysis by incremental inverse iteration", in Proc. of the Sixteenth International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004), Leuven, Belgium, Jul. 2004. Xavier de Souza S., Suykens J.A.K., Vandewalle J., "Real-time tracking algorithm with locking on a given object for VLSI CNN-UM implementations", in Proc. of the 8th International Workshop on Cellular Neural Networks and their Applications (CNNA 2004), Budapest, Hungary, Jul. 2004, pp. 291-296. Goethals I., Pelckmans K., Suykens J.A.K., De Moor B., "NARX identification of Hammerstein Models using least squares support vector machines", in Proc. of the 6th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2004), Stuttgart, Germany, Sep. 2004, pp. 507-512. Pelckmans K., Suykens J.A.K., De Moor B., "Regularization constants in LS-SVMs : a fast estimate via convex optimization", in Proc. of the International Joint Conference on Neural Networks (IJCNN2004), Budapest, Hungary, Jul. 2004, pp. 699-704. Hoegaerts L., De Lathauwer L., Suykens J.A.K., Vandewalle J., "Efficiently updating and tracking the dominant Kernel Eigenspace", in Proc. of the the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004), Leuven, Belgium, Jul. 2004. Hoegaerts L., Suykens J.A.K., Vandewalle J., De Moor B., "Primal space sparse kernel partial least squares regression for large scale problems", in Proc. of the International Joint Conference on Neural Networks (IJCNN 2004), Hungary, Budapest, Jul. 2004, pp. 561-566. Pluymers B., Suykens J.A.K., De Moor B., "Linear MPC with Time-Varying terminal cost using sparse convex combinations and bisection searching", in Proc. of the IEEE Conference on Decision and Control 2004 (CDC04), Paradise Island, Bahamas, Dec. 2004. Sima D., Van Huffel S., "Appropriate cross-validation for regularized errors-in-variables linear models", in COMPSTAT Proceedings in Computational Statistics, (Antoch J., ed.), 16th Symposium held in Prague, Czech Republic, Physica-Verlag (Heidelberg, Germany), 2004, pp. 1815-1822. Yalcin M.E., Suykens J.A.K., Vandewalle J., "Experimental observation of autowaves on the ACE16k CNN chip", in Proc. of the 8th IEEE International Workshop on Cellular Neural Networks and their applications (CNNA 2004), Budapest, Hungary,, Jul. 2004, pp. 172-177. Espinoza M., Pelckmans K., Hoegaerts L., Suykens J.A.K., De Moor B., "A comparative study of LS-SVMs applied to the Silver box identification problem", in Proc. of the 6th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2004), Stuttgart, Germany, Sep. 2004. Cruces S., Cichocki A., De Lathauwer L., "Thin QR and SVD factorizations for simultaneous blind signal extraction", in Proc. of the 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, Sep. 2004, pp. 217-220. Castaing J., De Lathauwer L., "An algebraic technique for the blind separation of DS-CDMA signals", in Proc. of the 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, Sep. 2004, pp. 377-380. De Lathauwer L., "Algebraic techniques for the blind deconvolution of constant modulus signals", in Proc. of the 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, Sep. 2004, pp. 225-228. Rousseaux O., Leus G., "An Iterative Method for Improved Training-Based Estimation of Doubly Selective Channels", in Proc. of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), Montreal, Canada, May 2004, pp. 889-892. De Lathauwer L., Hoegaerts L., Vandewalle J., "A Grassmann-Rayleigh Quotient Iteration for Dimensionality Reduction in ICA", in Proc. of the Fifth International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada, Spain, Sep. 2004, pp. 335-342. Pelckmans K., Suykens J.A.K., De Moor B., "Sparse LS-SVMs using additive Regularization with a penalized validation criterion", in Proc. of the 12e European Symposium on Artificial Neural Networks, Brugge, Belgium, Apr. 2004, pp. 435-440. Barrero O., De Moor B., "A Singular Square Root Filter Algorithm (SQR) for Large Scale Data Assimilation", in Proc. of the 15th IASTED International Conference on Modelling and Simulation (MS 2004), Marina del Rey, USA, Mar. 2004, pp. 418 - 422. Yalcin M.E., Suykens J.A.K., Vandewalle J., "A double scroll based true random bit generator", in Proc. of the 2004 IEEE International Symposium on Circuits and Systems (ISCAS), Vancouver, Canada, May 2004, pp. IV-581-IV-584. Seghouane A.-K., De Lathauwer L., "A Bootstrap Model Selection Criterion Based on Kullback's Symmetric Divergence", in Proc. of the IEEE Workshop on Statistical Signal Processing (SSP'03), St. Louis, Missouri, Sep. 2003, 4 p. de Baynast A., Aazhang A., Declercq D., De Lathauwer L., "Bayesian blind parafac receivers for DS-CDMA systems", in Proc. of the IEEE workshop on statistical signal processing (SSP'03), St. Louis, Missouri, Sep. 2003, 4 p. de Baynast A., De Lathauwer L., Aazhang B., "Blind PARAFAC Receivers for Multiple Access - Multiple Antenna Systems", in Proc. of the IEEE Semiannual Vehicular Technology Conference (VTC'03), Orlando, FL, Oct. 2003, 5 p. De Bie T., Cristianini N., "Convex Methods for Transduction", in Neural Information Processing Systems (NIPS 2004), Vancouver, Canada, Dec. 2003. De Bie T., Suykens J.A.K., De Moor B., "Learning from general label constraints", in Proc. of the joint IAPR international workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (SSSPR 2004), Lisbon, Portugal,, vol. 3138, Aug. 2004. Maerivoet S., De Moor B., "Development of an improved traffic cellular automaton model for traffic flows on a highway road network", in Proceedings of the 10th World Congress and Exhibition of Intelligent Transport Systems and Services (ITSS03), Madrid,Spain, Nov. 2003, 16 p. Leus G., Moonen M., "Deterministic subspace based blind channel estimation for doubly-selective channels", in Proc. of the IEEE workshop on signal processing advances in wireless communications (SPAWC), Rome, Italy, Jun. 2003, 5 p. Pelckmans K., De Brabanter J., Suykens J.A.K., De Moor B., "Variogram based noise variance estimation and its use in Kernel Based Regression", in Proc. of the IEEE Workshop on Neural Networks for Signal Processing, pp. 199-208. Cirrincione G., Cirrincione M., Lu C., Pucci M., "Direct Torque control of induction motors by use of the GMR Neural network", in 2003 International Joint Conference on Neural Networks (IJCNN'03), Portland, Oregon, July 20-24, 2003, pp. 2106-2111. Cirrincione G., Cirrincione M., Lu C., Van Huffel S., "A novel neural approach to inverse problems with discontinuities (the GMR neural network)", in 2003 International Joint Conference on Neural Networks (IJCNN'03), Portland, Oregon, Jul. 2003, pp. 3106-3111. Rousseaux O., Leus G., Stoica P., Moonen M., "Generalized training based channel identification", in Proc. of the IEEE 2003 Global Communications Conference (GLOBECOM), San Francisco, California, Dec. 2003, 5 p. Xavier de Souza S., Yalcin M.E., Suykens J.A.K., Vandewalle J., "Automatic chip-spcific CNN template optimization using adaptive simulated Annealing", in Proc. of the 16th European Conference on Circuit Theory and Design (ECCTD'03), Cracow, Poland, sep. 2003, pp. II-329---II-332. Barrero O., De Moor B., "Nonparametric Regularized Time Delay Estimation", in Proc. of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), Montreal, Canada, May 2004, pp. 541-544. Nackaerts A., Schiettecatte B., De Moor B., "Non-linear guitar body models", in Proc. of the International Computer Music Conference (ICMC 2003), Singaport, Oct. 2003, 4 p. Espinoza M., Suykens J.A.K., De Moor B., "Least Squares Support Vector Machines and Primal Space Estimation", in Proc. of the IEEE 42nd Conference on Decision and Control (CD-ROM), Maui, USA, Dec. 2003, pp. 3451-3456. Scionti M., Lanslots J., Goethals I., Vecchio A., Van der Auweraer H., Peeters B., De Moor B., "Tools to improve detection of structural changes from in-flight flutter data", in Proc. of the Eigth International Conference on Recent Advances in Structural Dynamics (ISVR), Southampton, UK, Jul. 2003, 12 p. Papy J.M., Van Huffel S., Rippert L., Wevers M., "On-line detection method for transient waves applied to continuous health monitoring of carbon fiber reinforced polymer composites with embedded optical fibers", in Proc. of the SPIE's 10th Annual International Symposium on Smart Structures and Materials : Modeling, signal processing and control (SSM2003), vol. 5049 (ed. Ralph C. Smith, SPIE, Bellingham, WA) San Diego, California, USA, 2-6 March, 2003, pp. 718-731. Hamers B., Suykens J.A.K., Leemans V., De Moor B., "Ensemble Learning of Coupled Parmeterised Kernel Models", in Supplementary Proc. of the International Conference on Artificial Neural Networks and International Conference on Neural Information Processing (ICANN/ICONIP), Istanbul, Turkey, Jun. 2003, pp. 130-133. Rousseaux O., Leus G., Stoica P., Moonen M., "Training based maximum likelihood channel identification", in Proc. of the IEEE Conference on Signal Processing Advances in Wireless Communications (SPAWC 2003), Rome, Italy, Jun. 2003, 5 p. Rousseaux O., Leus G., Stoica P., Moonen M., "A stochastic method for training based channel identification", in Proc. of the 2003 International Symposium on Signal Processing and its Applications (ISSPA 2003), Paris, France, Jul. 2003, 4 p. Hoegaerts L., Suykens J.A.K., Vandewalle J., De Moor B., "Kernel PLS variants for regression", in Proc. of the 11th European Symposium on Artificial Neural Networks, Bruges, Belgium, Apr. 2003, pp. 203-208. Tiagounov A.A., Buijs J., Weiland S., De Moor B., "Long horizon model predictive control for nonlinear industrial processes", in Proc. of the European Control Conference (ECC'03), Cambridge, UK, Sep. 2003, pp. 8 pg on CD-ROM. De Moor B., "On the number of rows and colums in subspace identification methods", in Proc. of the 13th IFAC Symposium on System Identification (SYSID 2003), Rotterdam, The Netherlands, Aug. 2003, pp. 1796-1801. Goethals I., De Moor B., "Subspace identification combined with new mode selection techniques for modal analysis of an airplane", in Proc. of the 13th IFAC symposium on system identification (SYSID 2003), Rotterdam, the Nederlands, Sep. 2003, pp. 695-700. Goethals I., Van Gestel T., Suykens J.A.K., Van Dooren P., De Moor B., "Identifying positive real models in subspace identification by using regularization", in Proc. of the 13th System Identification Symposium (SYSID2003), Rotterdam, Nederland, Aug. 2003, pp. 1411-1416. Pluymers B., Roobrouck L., Buijs J., Suykens J.A.K., De Moor B., "An LMI-based constrained MPC scheme with time-varying terminal cost", in Proc. of the International Symposium on Advanced Control of Chemical Processes 2003 (ADCHEM03), Hong Kong, China, Jan. 2004, pp. CD-ROM. De Brabanter J., Pelckmans K., Suykens J.A.K., De Moor B., Vandewalle J., "Robust complexity criteria for nonlinear regression in NARX models", in Proc. of the 13th System Identification Symposium (SYSID2003), Rotterdam, Nederland, Aug. 2003, pp. 79-84. Hoegaerts L., Suykens J.A.K., Vandewalle J., De Moor B., "Subspace regression in reproducing kernel Hilbert space", in Proc. of the 13th System Identification Symposium (SYSID2003), Rotterdam, Nederland, Aug. 2003, pp. 839-842. Suykens J.A.K., Yalcin M.E., Vandewalle J., "Coupled Chaotic Simulated Annealing Processes", in Proc. of the 2003 IEEE International Symposium on Circuits and Systems (ISCAS), Bangkok, Thailand, May 2003, pp. II-582--III-585. De Lathauwer L., De Moor B., Vandewalle J., Cardoso J.-F, "Independent component analysis of largely underdetermined mixtures", in Proc. of the Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), Nara, Japan, Apr. 2003, pp. 29-34. De Lathauwer L., "The canonical decomposition and blind identification with more inputs than outputs : Some algebraic results", in Proc. of the Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), Nara, Japan, Apr. 2003, pp. 781-784. De Lathauwer L., "Simultaneous Matrix Diagonalization : the Overcomplete Case", in Proc. of the Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), Nara, Japan, Apr. 2003, pp. 821-825. Lu C., Van Gestel T., Suykens J.A.K., Van Huffel S., Vergote I., Timmerman D., "Classification of ovarian tumor using Bayesian least squares support vector machines", in Artificial Intelligence in Medicine, (Dojat M., Keravnou E., and Barahona P., eds.), Proc. of the 9th Conference on Artificial Intelligence in Medicine in Europe (AIME 2003), Protaras, Cyprus, October 2003, vol. 2780 of Lecture Notes in Artificial Intelligence, Springer-Verlag, 2003, pp. 219-228. Markovsky I., De Moor B., "Linear dynamic filtering with noisy input and output", in Proc. of the 13th IFAC Symposium on System Identification (SYSID-2003), Rotterdam, The Netherlands, Aug. 2003, pp. 1749-1754. Nackaerts A., Lauwereins R., De Moor B., "Player modeling and control of a physical model of a string instrument", in Proc. of the 1st IEEE Benelux Workshop on Model Based Processing and Coding of Audio (MPCA-2002), Leuven, Belgium, Nov. 2002, 4 p. Ameye L., Van Huffel S., De Brabanter J., Suykens J.A.K., Spitz B., Cadron I., Devlieger R., Timmerman D., "Study of rupture of membranes before 26 weeks of gestation", in Proc. of the 2nd European Medical and Biological Engineering Conference (EMBEC'02), Vienna, Austria, Dec. 2002, pp. 760-761. Van Huffel S., "Computational Biosignal Processing : A Case Study Approach", in Proceedings of IEE Workshop "Medical Applications of Signal Processing", Savoy Place, London, UK, Oct. 7, 2002, pp. 13/1-6. Glenisson P., Antal P., Mathys J., Moreau Y., De Moor B., "Evaluation of the vector space representation for text-based gene clustering", in Proc. of the Eighth Annual Pacific Symposium on Biocomputing 8 (PSB 2003), pp. 240-251. Kukush A., Markovsky I., Van Huffel S., "Consistent estimation of an ellipsoid with known center", in COMPSTAT Proceedings in Computational Statistics, (Antoch J., ed.), 16th Symposium held in Prague, Czech Republic, Physica-Verlag (Heidelberg, Germany), 2004, pp. 1369-1376. Van Gestel T., Baesens B., Suykens J.A.K., Espinoza M., Baestaens D., Vanthienen J., De Moor B., "Bankruptcy Prediction with Least Squares Support Vector Machine Classifiers", in Proc. of the International Conference on Computational Intelligence for Financial Engineering (CIFER'03), Hong Kong, China, Mar. 2003, pp. 1-8. Lu C., Van Gestel T., Suykens J.A.K., Van Huffel S., Vergrote I., Timmerman D., "Bayesian Least Squares Support Vector Machines for Classification of Ovarian Tumors", in Proc. of the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004), Leuven, Belgium, Jul. 2004. De Cock K., Peeters B., Vecchio A., Van der Auweraer H., De Moor B., "Subspace system identification for mechanical engineering", in Proceedings of the International Conference on Noise & Vibration Engineering, Leuven, Sep 16-18, 2002, 20 p. Goethals I., De Moor B., "Model reduction and energy analysis as a tool to detect spurious modes", in Proc. of the International Conference on Noise and Vibration Engineering, (ISMA), Leuven, Belgium, Jun. 2002, 8 p. De Cock K., De Moor B., "Subspace angles for fault detection", in Proceedings of the International Conference on Noise and Vibration Engineering (ISMA 2002), Leuven, Sep 16-18, 2002, 8 p. De Bie T., De Moor B., "On the regularization of canonical correlation analysis", in Proc. of the Fourth International Symposium on Indepedent Component Analysis and Blind Source Separation (ICA 2002), Nara, Japan, Apr. 2002. Teughels A., De Roeck G., Suykens J.A.K., "Global optimization in FEM updating by coupled local minimizers", in Proc. of the International Conference on Noise and Vibration Engineering (ISMA 2002), Leuven, Belgium, Sep. 2002. Sima V., Sima D.M., Van Huffel S., "SLICOT system identification software and applications", in Proc. of the 2002 Conference on Control Applications and International Symposium on Computer Aided Control Systems Design, (IEEE CCA/CACSD), Glasgow, U.K., Sep. 2002, pp. 45-50. Van Huffel S., Sima V., "SLICOT and control systems numerical software packages", in Proc. of the 2002 IEEE Conference on Control Applications and International Symposium on Computer Aided Control Systems Design (IEEE CCA/CACSD), Glasgow, U.K., Sep. 2002, pp. 39-44. De Cock K., De Moor B., "Canonical Correlations between input and output processes of linear stochastic models", in Proceedings of the Fifteenth International Symposium on the Mathematical Theory of Networks and Systems, (MTNS 2002), University of Notre Dame, Aug 12-16, 2002, 15 p. De Bie T., De Moor B., "On two classes of alternatives to canonical correlation analysis, using mutual information and oblique projections", in Proc. of the 23rd symposium on information theory in the Benelux (ITB), Louvian-la-Neuve, Belgium, May 2002. De Cock K., De Moor B., "A conjecture on Lyapunov equations and principal angles in subspace identification", in 2002 MTNS Problem Book, open problems on the mathematical Theory of Systems, Aug. 2002, pp. 64-68. Yalcin M.E., Ozoguz S., Suykens J.A.K. and Vandewalle J., "Scroll maps from n-scroll attractors", in Proc. of the 10th International Workshop on Nonlinear Dynamics of Electronic Systems (NDES 2002), Izmir, Turkey, Jun. 2002, pp. 45-48. Antal P., De Moor B., Timmerman D., Meszaros T., Dobrowiecki T., "Domain knowledge based information retrieval language : an application of annotated bayesian networks in ovarian cancer", in Proc. of Fifteenth IEEE Symposium on Computer-Based Medical Systems (CBMS2002), Marobor, Slovenia, Jun. 2002, pp. 213-218. Antal P., Glenisson P., Fannes G., Mathys J., De Moor B., Moreau Y., "On the potential of domain literature for clustering and Bayesian network learning", in Proceedings of the 8th ACM-SIGKDD Int. Conf. on Knowledge Discovery and Datamining, (ACM-SIGKDD), Edmonton, Canada, Jul. 2002, pp. 405-414. De Brabanter J., Pelckmans K., Suykens J.A.K., Vandewalle J., "Robust cross-validation score function for non-linear function estimation", in Proc. of the International Conference on Artificial Neural Networks (ICANN 2002), Madrid, Spain, Aug. 2002, pp. 713-719. Nackaerts A., De Moor B., Lauwereins R., "Measurement of guitar string coupling", in Proceedings of the International Computer Music Conference (ICMC2002), Goteborg, Sweden, Sep. 2003. Hamers B., Suykens J.A.K., De Moor B., "Compactly supported RBF kernels for sparsifying the Gram matrix in LS-SVM regression models", in Proceedings ICANN 2002, Madrid, Spain, Aug. 2002, pp. 720-726. Markovsky I., Willems J.C., De Moor B., "Continuous-time Errors-in-variables Filtering", in Proc. of the Conference on Decision and Control (CDC 2002), Las Vegas, Dec. 2002, pp. 2576-2581. Markovsky I., Van Huffel S., De Moor B., "Multi-Model System Parameter Estimation", in Proc. of the IEEE International Conference on Systems, Man, and Cybernetics (SMC02), Hammamet, Tunisia, Oct. 2002, pp. CD-ROM. Bellemans T., De Schutter B., De Moor B., "Model predictive control with repeated model fitting for ramp metering", in Proc. of the IEEE 5th International Conference on Intelligent Transportation Systems (ITCS2002), Singapore, Sep. 2002, pp. 236-241 (CDROM). Arena P., Basile A., Fortuna L., Yalcin M.E., Vandewalle J., "Watermarking for Authentication of Video on CNN-UM", in Proc. of the 7th IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA 2002), Frankfurt, Germany, Jul. 2002, pp. 78-83. Chen B., Petropulu A., De Lathauwer L., "Blind identification of complex convolutive MIMO systems with 3 sources and 2 sensors", in Proc. of the 2002 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2002), Orlando, Florida, May 2002, 4 p. Yalcin M.E., Vandewalle J., "Fragile Watermarking and Unkeyed Hash Function Implementation for Image Authentication on CNN-UM", in Proc. of the 7th IEEE International Workshop on Cellular Neural Networks and their applications (CNNA 2002), Frankfurt, Germany, Jul. 2002, pp. 399-406. Buijs J., Van Brempt W., Ludlage J., De Moor B., "Quadratic Programming in Model Predictive Control for Large Scale Systems", in 15th IFAC World Congress on Automatic Control, 6 p. Doclo S., Moonen M., "Design of far-field broadband beamformers using eigenfilters", in Proc. of the XI European Signal Processing Conference (EUSIPCO), Toulouse, France, Sep. 3-6, 2002, pp. III 237-240. Ameye L., Lu C., Lukas L., De Brabanter J., Suykens J.A.K., Van Huffel S., Daniels H., Naulaers G., Devlieger H., "Prediction of mental development of preterm newborns at birth time using LS-SVM", in Proc. of the European Symposium on Artificial Neural Networks (ESANN'2002), Bruges, Belgium, Apr. 2002, pp. 167-172. Teughels A., De Roeck G., Suykens J.A.K., "CLM, a global optimisation method applied to FEM updating", in Proc. of the 5th European Conference on Structural Dynamics (EURODYN 2002), Munich, Germany, Sep. 2002, pp. 1555-1560. Morren G., Wolf M., Lemmerling P., Wolf U., Choi J.H., Gratton E., De Lathauwer L., Van Huffel S., "Extraction of fast neuronal changes from multichannel, functional near infrared spectroscopy signals using independent component analysis", in Proceedings of SPIE; vol. 4623, Progress in Biomedical Optics and Imaging, vol. 3, no. 15 (SPIE-BiOS2002), San Jose, California, USA, Jan. 2002, pp. 68-76. Morren G., Naulaers G., Lemmerling P., Van Huffel S., Casaer P., Devlieger H., "Quantitation of the concordance between cerebral intravascular oxygenation and mean arterial blood pressure for the detection of impaired autoregulation", in Oxygen Transport to Tissue XII, (Wilson D.F., Evans S.M., Biaglow J., and Pastuszko A., eds.), Proceedings of the 29th Annual Meeting of the International Society on Oxygen Transport to Tissue (ISOTT 2001), August 11-15, 2001, Univ. of Pennsylvania, Philadelphia, PA, USA),vol. 510 of {Advances in Experimental Medicine and Biology}, Kluwer Academic Publishers, Dordrecht, The Netherlands, 2002}, pp. 403-408. De Lathauwer L., De Moor B., "On the blind separation of a class of non-circular complex sources.", in Proc. XIth European Signal Processing Conference (EUSIPCO-2002), Toulouse, France, Sep. 2002, 4 p. Lukas L., Devos A., Suykens J.A.K., Vanhamme L., Van Huffel S., Tate A., Majos C., Arus C., "The use of LS-SVM in the classification of brain tumors based on magnetic resonance spectroscopy signals", in Proc. of the European Symposium Artificial Neural Networks (ESANN'2002), Bruges, Belgium, Apr. 2002, pp. 131-136. Van Gestel T., Suykens J.A.K., De Moor B., Vandewalle J., "Bayesian inference for LS-SVMs on large data sets using the Nystrom method", in Proc. of the World Congress on Computational Intelligence - International Joint Conference on Neural Networks (WCCI-IJCNN 2002), Honolulu, USA, May 2002, pp. 2779-2784. Suykens J.A.K., Vandewalle J., "Coupled local minimizers : alternative formulations and extensions", in Proc. of the World Congress on Computational Intelligence- International Joint Conference on Neural Networks (WCCI-IJCNN 2002), Honolulu, USA, May 2002, pp. 2039-2043. Teugels A., De Roeck G., Suykens J.A.K., "Updating of finite element models using coupled local minimizers (CLM)", in Proc. of the 3rd International Conference on Identification in Engineering Systems, Swansea, UK, Apr. 2002, pp. 280-289. Vanhamme L., in't Zandt H.J.A., Van Huffel S., Van Hecke P., "Biomedical Magnetic Resonance Spectroscopic Quantitation : a Review of Modern time-domain Analysis Methods", in Proc. of the 12th ProRISC workshop on Circuits, Systems and Signal Processing (ProRISC), Veldhoven, The Netherlands, Nov. 2001, pp. 1-8. Laudadio T., Mastronardi N., Vanhamme L., Van Huffel S., "Fast and stable algorithms for blackbox MRS data quantitation", in Proc. of the ProRISC 2001, Workshop on Circuits and Systems and Signal Processing (ProRISC 2001), Veldhoven, The Netherlands, Nov. 2001, pp. 480-488. Mastronardi N., Lemmerling P., Van Huffel S., "Fast structured Total Least Squares algorithms via exploitation of the displacement structure", in Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications, (Eds. Van Huffel S., Lemmerling P.), Kluwer Academic Publishers, Dordrecht, The Netherlands, 2002, pp. 93-106. Verhelst W., Hermus K., Lemmerling P., Wambacq P., Van Huffel S., "Modeling audio of damped sinusoids using total least squares algorithms", in Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications, (Eds. Van Huffel S., Lemmerling P.), Kluwer Academic Publishers, Dordrecht, The Netherlands, 2002, pp. 331-340. Lemmerling P., Van Huffel S., "Structured total least squares : analysis, algorithms and applications", in Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications, (Eds. Van Huffel S., Lemmerling P.), Kluwer Academic Publishers, Dordrecht, The Netherlands, 2002, pp. 79-92. Lemmerling P., Van Huffel S., Naulaers G., Daniels H., Devlieger H., "Nonlinear analysis of heart rate variability in infants with apparent life-threatening events", in Oxygen Transport to Tissue XII, (Wilson D.F., Evans S.M., Biaglow J., and Pastuszko A., eds.), Proceedings of the 29th Annual Meeting of the International Society on Oxygen Transport to Tissue (ISOTT 2001), August 11-15, 2001, Univ. of Pennsylvania, Philadelphia, PA, USA),vol. 510 of {Advances in Experimental Medicine and Biology}, Kluwer Academic Publishers, Dordrecht, The Netherlands, 2002}, pp. 369-373. Kukush A., Markovsky I., Van Huffel S., "On consistent estimators in linear and bilinear multivariate errors-in-variables models", in In Total Least Squares and Error-in-Variables Modeling : Analysis, Algorithms and Applications, (Van Huffel S. and Lemmerling P., eds.), Kluwer academic publishers, 2002, pp. 155-164. Gannot S., Moonen M., "Subspace methods for multi-microphone speech dereverberation", in Proc. of the International Workshop on Acoustic Echo and Noise Control (IWAENC), Darmstadt, Germany, Sep. 2001, pp. 47-50. Lukas L., Suykens J.A.K., Vandewalle J., "Least squares support vector machines classifiers : a multi two-spiral benchmark problem", in Proc. of the Indonesian Student Scientific Meeting (ISSM 2001), Manchester, United Kingdom, Aug. 2001, pp. 289-292. Chen B., Petropulu A., De Lathauwer L., "Blind Identification of Convolutive MIMO System with 3 sources and 2 sensors", in Proc. of the 2001 Conference on Information Science and Systems (CISS 2001), Baltimore, Maryland, Mar. 2001, pp. CD-ROM. De Lathauwer L., De Moor B., Vandewalle J., "An algebraic algorithm for ICA with more sources than sensors", in Mathematics in Signal Processing V, (McWhirter J., and Proudler I., eds.), Selected papers presented at 5th IMA int. Conf. on Mathematics in Signal Processing, Dec. 18-20, 2000, Univ. of Warwick, U.K., vol. V of Mathematics in Signal Processing, Clarendon Press (Oxford, UK), 2002, pp. 37-46. Antal P., Fannes G., De Moor B., Vandewalle J., Moreau Y., Timmerman D., "Extended Bayesian regression models : a symbiotic application of belief networks and multilayer perceptrons for the classification of ovarian tumors", in Proc. of the Eigth European Conference on Artificial Intelligence in Medicine (AIME'01), Cascais, Portugal, Jul. 2001, pp. 177-187. Antal P., Fannes G., De Smet F., De Moor B., "Ovarian cancer classification with rejection by Bayesian Belief Networks", in Proc. of the Bayesian Models in Medicine workshop, the European Conference on Artificial Intelligence in Medicine (AIME'01), Cascais, Portugal, Jul. 2001, pp. 23-27. Antal P., Meszaros T., De Moor B., Dobrowiecki T., "Annotated Bayesian Networks : A tool to integrate textual and probabilistic medical knowledge", in Proc. of the Fourteenth IEEE Symposium on Computer-Based Medical Ssytems (CBMS 2001), Bethesda, MD, Jul. 2001, pp. 177-182. Lu C., De Brabanter J., Van Huffel S., Vergote I., Timmerman D., "Using Artificial Neural Networks to Predict Malignancy of Ovarian Cancers", in Proc. of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001), Istanbull, Turkey, Oct. 2001, pp. CD-ROM. Morren G., Lemmerling P., Van Huffel S., Naulaers G., Devlieger H., Casaer P., "Detection of autoregulation in the brain of premature infants using a novel subspace-based technique", in Proc. of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001), Istanbull, Turkey, Oct. 2001, pp. CD-ROM, paper no. 1014. Morren G., Lemmerling P., Van Huffel S., "Decimative subspace-based parameter estimation techniques applied to magnetic resonance spectroscopy signals", in Proc. of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001), Istanbull, Turkey, Oct. 2001, pp. CD-ROM,paper no. 850. Markovsky I., Van Huffel S., De Moor B., "H2-Optimal linear parametric design", in Proc. of the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004), Leuven, Belgium, Jul. 2004, pp. CD-ROM. Nackaerts A., De Moor B., Lauwereins R., "Coupled string guitar models", in Proc. of Acoustics and Music : Theory and Applications (AMTA 2001), Skiathos, Greece, Sep. 2001. Wang Y., Van Huffel S., Heyvaert E., Vanhamme L., Van Hecke P., "Automatic frequency correction for quantitation of magnetic resonance spectroscopic images", in Mathematics in Signal Processing V, (McWhirter V.J.G., and Proudler I.K., eds.), IMA Conference Proceedings of Oxford University Press (Oxford, U.K.), 2001, pp. 229-239. Van Huffel S., "Mathematics in biomedical signal processing", in Mathematics in Signal Processing, (McWhirter V.J.G., and Proudler I.K., eds.), IMA Conference Proceedings, Oxford University Press (Oxford, U.K.), 2001, pp. 217-228. Van Gestel T., Suykens J.A.K., Lanckriet G., Lambrechts A., Baestaens D., De Moor B., Vandewalle J., "Bayesian interpretation of least squares support vector machines for financial time series prediction", in Proc. of the 5th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2001), Orlando, Florida, Jul. 2001, pp. 254-259. Van Gestel T., Suykens J.A.K., De Brabanter J., De Moor B., Vandewalle J., "Kernel Canonical Correlation Analysis and Least Squares Support Vector Machines", in Proc. of the International Conference on Artificial Neural Networks (ICANN 2001), Vienna, Austria, Aug. 2001, pp. 381-386. Suykens J.A.K., "Nonlinear modelling and support vector machines", in Proc. of the IEEE International Conference on Instrumentation and Measurement Technology (IEEE-IMTC 2001 State-of-the-Art lecture), Budapest, Hungary, May 2001, pp. 287-294. Nackaerts A., De Moor B., Lauwereins R., "Parameter estimation for dual-polarization plucked string models", in Proc. of the International Computer Music Conference (ICMC 2001), Havana, Cuba, Sep. 2001. Suykens J.A.K., Vandewalle J., "CNNs, Intelligence and Synchronization Theory", in Proc. of the 15th European Conference on Circuit Theory and Deisgn (ECCTD'01), Helsinki, Finland, Aug. 2001, pp. II-273-II-276. Yalcin M., Ozoguz S., Suykens J.A.K., Vandewalle J., "3D-Grid Scroll Attractors", in Proc. of the 15th European Conference on Circuit Theory and Design (ECCTD'01), Helsinki, Finland, Aug. 2001, pp. III-425-III-428. Yalcin M., Ozoguz S., Suykens J.A.K., Vandewalle J., "2D-Grid Scroll Attractors", in Proc. of the 9th Workshop on Nonlinear Dynamics of Electronic systems (NDES 2001), Delft, The Netherlands, Jun. 2001, pp. 181-184. Suykens J.A.K., "Learning and generalization by coupled local minimizers", in Proc. of the International Joint Conference on Neural Networks - invited talk (IJCNN'01), Washington DC, USA, Jul. 2001, pp. 337-341. Van Gestel T., Suykens J.A.K., De Brabanter J., De Moor B., Vandewalle J., "Least squares support vector machine regression for discriminant analysis", in Proc. of the International Joint Conference on Neural Networks (IJCNN'01), Washington DC, USA, Jul. 2001, pp. 2445-2450. Van Gestel T., Suykens J.A.K., De Moor B. Vandewalle J., "Automatic relevance determination for Least squares support vector machine regression", in Proc. of the International Joint Conference on neural networks (IJCNN'01), Washington DC, USA, Jul. 2001, pp. 2416-2421. Nackaerts A., De Moor B., Lauwereins R., "Note transitions in Physical Models of a Wind Instrument", in Mathematics and Computers in Modern Science, (Mastorakis N., ed.), Acoustics and Music Biology and Chemistry, Business and Economics, World Scientific and Engineering Society Press (New York, USA), 2000, pp. 59-63. de Lafontaine J., Buijs J., Vuillemier P., Van den Braembussche P., Mellab K., "Development of the PROBA attitude control and navigation software", in Proc. of the 4th ESA International Conference on Spacecraft Guidance, Navigation and Control Systems, Noordwijk, The Netherland, Oct. 1999, pp. 427-431. Buijs J., Suykens J.A.K., De Moor B., "Model Predictive Control : Convex Optimization Approaches Versus Constrained Dynamic Backpropagation", in Proc. of the IFAC Conference on New Technologies for Computer Control (IFAC-NTCC2001), Hong Kong, Hong Kong, Nov. 2001, 8 p. Van Gestel T., Suykens J.A.K., De Moor B., Vandewalle J., "Automatic relevance determination for least squares support vector machine classifiers", in Proc. of the European Symposium on Artificial Neural Networks (ESANN'2001), Bruges, Belgium, Apr. 2001, pp. 13-18. Thijs G., Marchal K., Lescot M., Rombauts S., De Moor B., Rouzé P., Moreau Y., "A Gibbs sampling method to detect over-represented motifs in the upstream regions of co-expressed genes", in Proc. of the 5th Annual International Conference on Computational Biology (RECOMB'2001), Montreal, Canada, Apr. 2001, pp. 305-312. Van Gestel T., De Moor B., Anderson B., Van Overschee P., "On frequency weighted balanced truncation : a constructive counterexample to Enns' Conjecture", in Proc. of the European Control Conference (ECC 2001), Porto, Portugal, Sep. 2001, pp. 2493-2498. Mastronardi N., Van Dooren P., Van Huffel S., "Fast implementation of the QR factorization in subspace identification", in Proc. of the UKACC International Conference Control 2000 (UKACC), Cambridge, United Kingdom, Sep. 4-7, 2000, 6 p. Doclo S., De Clippel E., Moonen M., "Multi-Microphone Noise Reduction using GSVD-based Optimal Filtering with ANC Postprocessing Stage", in Proc. of the 9th IEEE DSP Workshop (DSP2000), Hunt, TX, USA, Oct. 2000, pp. CD-ROM. De Lathauwer L., De Moor B., Vandewalle J., "An Algebraic Approach to the Blind Identification of Paraunitary Filters", in CD-ROM Proc. of the IEEE Wireless Communications and Networking Conference 2000 (WCNC 2000), Chicago, USA, Sep. 2000, 4 p. Yalcin M.E., Suykens J.A.K., Vandewalle J., "Mutual synchronization of Time Delay Lur'e systems", in Proc. of the 2000 International Symposium on Nonlinear Theory and its Applications (NOLTA 2000), Dresden, Germany, Sep. 2000, pp. 241-244. Chen B., Petropulu A., De Lathauwer L., De Moor B., "Blind MIMO System Identification Based on Cross-Polyspectra", in Proc. of the Xth European Signal Processing Conference (EUSIPCO 2000), Tampere, Finland, Sept., 2000, pp. CD-ROM. Antal P., Verrelst H., Timmerman D., Moreau Y., Van Huffel S., De Moor B., Vergote I., "Bayesian Networks in Ovarian Cancer Diagnosis : Potentials and Limitations", in Proc. of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), Houston, US, Jun. 2000, pp. 103-108. Wang Y., Van Huffel S., Heyvaert E., Vanhamme L., Mastronardi N., Van Hecke P., "Magnetic Resonance Spectroscopic Qunatitation via Complex Principal Component Analysis", in Proc. of the 5th International Conference on Signal Processing (ICSP) of 16th IFIP World Computer Congress (WCC-ICSP2000), Beijing, P.R. China, Aug. 2000, pp. 2074-2077. Wang Y., Van Huffel S., Vanhamme L., Mastronardi N., Van Hecke P., "Advanced Signal Processing Methods for Quantitation of Resonances in Magnetic Resonance Spectra", in Proc. of the Thirteenth IEEE Symposium on Computer-Based Medical Systems (CBMS2000), Houston, USA, Jun. 2000, pp. 63-68. Nackaerts A., De Moor B., Lauwereins R., "Note transitions in Physical Models of a Wind Instrument", in Proc. of Acoustics and Music : Theory and Applications 2000 (AMTA 2000), Montego Bay, Jamaica, Dec. 2000, pp. 381-385. Baesens B., Viaene S., Van Gestel T., Suykens J.A.K., Dedene G., De Moor B., Vanthienen J., "An Empirical assessment of Kernel Type Performance for Least Squares Support Vector Machine Classifiers", in Proc. of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies (KES2000), Brighton, UK, Aug. 2000, 4 p. Nackaerts A., De Moor B., Lauwereins R., "Dynamic timbre matching for sound synthesis using time-varying parametric filters", in Proc. of the 43rd Midwest Symposium on Circuits and Systems (MWSCAS 2000), Lansing, Michigan, Aug. 2000. Thijs G., Rombauts S., Lescot M., Marchal K., De Moor B., Moreau Y., Rouze P., "Detection of cis-acting regulatory elements in plants : a Gibbs sampling approach", in Proc. of Bioinformatics of Gene regularisation and structure (BGRS'2000), Novosibirsk, Russia, Aug. 2000, pp. 119-123. Schouten T., Suykens J.A.K., De Moor B., "Multi resolution least squares SVM solver", in Proc. of the 43rd IEEE Midwest Symposium on Circuits and Systems (MWSCAS2000), Lansing, Michigan, Aug. 2000, cdrom p. Govoreanu B., Suykens J.A.K., Schoenmaker W., Amza C., Vandewalle J., Profirescu M., "A comparison between various empirical models for TCAD purposes", in Proceedings of the 23rd International Semiconductor Conference, Sinaie, Romania, 2000, pp. 315-318. Bellemans T., De Schutter B., De Moor B., "An improved first-order macroscopic flow model for highway traffic simulation", in Proc. of 2001 American Control Conference (ACC2001), Washington DC, Viriginia, Jun. 2001, pp. 2105-2109. Bellemans T., De Schutter B., De Moor B., "Data acquisition, interfacing and pre-processing of highway traffic data", in Proc. of Telematics Automotive 2000, Birmingham, UK, Apr. 2000, pp. 4/1-4/7. Bellemans T., De Schutter B., De Moor B., "On data acquisition, modeling and simulation of highway traffic", in Proc. of the 9th IFAC Symposium on Control in Transportation Systems 2000, Braunschweig, Germany, Jun. 2000, pp. 22-27. De Cock K., De Moor B., "Subspace angles and distances between ARMA models", in Proc. of the Fourteenth International Symposium of Mathematical Theory of Networks and Systems (MTNS2000), Perpignan, France, Jun. 2000, pp. 7 (CD-ROM). Van Gestel T., Van Barel M., De Moor B., "An algebraic description of realizations of partial covariance sequences", in Proc. of the Mathematical Theory of Networks and Systems (MTNS2000), Perpignan, France, Jun. 2000, ftp.esat.kuleuven.ac.be/SISTA/vangestel/reports/MTNS2000vgvbdm.ps.gz p. De Lathauwer L., De Moor B., Vandewalle J., "An algebraic ICA algorithm for 3 sources and 2 sensors", in Proc. of the Xth European Signal Processing Conference (EUSIPCO 2000), Tampere, Finland, Sep. 2000, pp. CD-ROM. Sima V., Petkov P., Van Huffel S., "Efficient and reliable algorithms for condition estimation of Lyapunov and Ricatti equations", in Proceedings of Mathematical Theory of Network and Systems (MTNS2000), Perpignan, France, Jun. 2000, 10 p. Baesens B., Viaene S., Van Gestel T., Suykens J.A.K., Van den Poel D., Vanthienen J., De Moor B., Dedene G., "Knowledge discovery using least squares support vector machine classifiers : a direct marketing case", in Proc. PKDD2000, Fourth European Conference on Principles of Knowledge Discovery in Databases, Lyon, France, Lyon, France, Sep. 2000, pp. 657-664. De Lathauwer L., De Moor B., Vandewalle J., "An algebraic approach to blind MIMO identification", in Proc. of the 2nd Int. Workshop on independent component analysis and blind source separation (ICA 2000), Helsinki, Finland, Jun. 2000, pp. 211-214. De Lathauwer L., De Moor B., Vandewalle J., "ICA techniques for more sources than sensors", in Proc. of the IEEE Signal Processing Workshop on Higher-Order Statistics (HOS'99), Caesarea, Israel, Jun. 1999, pp. 121-124. De Lathauwer L., Comon P., De Moor B., Vandewalle J., "ICA algorithms for 3 sources and 2 sensors", in Proc. of the IEEE Signal Processing Workshop on Higher-Order Statistics (HOS'99), Caesarea, Israel, Jun. 1999, pp. 116-120. Viaene S., Baesens B., Van Gestel T., Suykens J.A.K., Dedene D., De Moor B., Vanthienen J., "Least squares support vector machine classifiers : An empirical evaluation", in Proc. of the 12th Belgian-Dutch Artificial Intelligence Conference (BNAIC'00), Kaatsheuvel, The Netherlands, Nov. 2000, pp. 69-79. De Lathauwer L., De Moor B., Vandewalle J., "SVD-based methodologies for fetal electrocardiogram extraction", in Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2000), Istanbul, Turkey, Jun. 2000, pp. 3771-3774. Yalcin M., Suykens J.A.K., Vandewalle J., "Hyperchaotic n-scroll attractors", in Proc. of the IEEE Workshop on Nonlinear Dynamics of Electronic System (NDES 2000), Catania, Italy, May 2000, pp. 25-28. De Cock K., De Moor B., "Subspace angles between linear stochastic models", in Proc. of the 39th IEEE Conference on Decision and Control (CDC 2000), Sydney, Dec. 2000, pp. 1561-1566. Suykens J.A.K., Vandewalle J., "The K.U.Leuven competition data : a challenge for advanced neural network techniques", in Proc. of the European Symposium on Artificial Neural Networks (ESANN'2000), Bruges, Belgium, 2000, pp. 299-304. Suykens J.A.K., Lukas L., Vandewalle J., "Sparse Least Squares Support Vector Machine Classifiers", in Proc. of the European Symposium on Artificial Neural Networks (ESANN'2000), Bruges, Belgium, 2000, pp. 37-42. Duhoux M., Suykens J.A.K., Mignon J., Vandewalle J., De Moor B., "Improved long-term temperature prediction for a blast furnace using neural networks", in Proc. of the ICSC Symposia on Engineering of Intelligent Systems (EIS2000), Paisley, UK, Jun. 2000, pp. 40-48. Dehaene J., Vandewalle J., "New Lyapunov functions for the continuous-time QR algorithm", in Proceedings CD of the Fourteenth International Symposium on the Mathematical Theory of Networks and Systems (MTNS2000), Perpignan, France, Jul. 2000. Doclo S., De Clippel E., Moonen M., "Combined acoustic echo and noise reduction using GSVD-based optimal filtering", in Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2000), Istanbul, Turkey, vol. 2, Jun. 2000, pp. 1061-1064. Suykens J.A.K., Lukas L., Vandewalle J., "Sparse approximation using least squares support vector machines", in Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS 2000), Geneva, Switzerland, May 2000, pp. II757-II760. Wang Y., Van Huffel S., Mastronardi N., "Quantification of Resonances in Magnetic Resonance Spectra via Principal Component Analysis and Hankel Total Least Squares", in Proc. of the Program for Research on Integrated Systems and Circuits (ProRISC99), Mierlo, The Netherlands, Nov. 1999, pp. 585-591. Barbe A., Von Haeseler F., "Symmetric Fractals Generated by Cellular Automata", in Paradigms of Complexity, (Novak M.M., ed.), 6th International Conference Fractal 2000, World Scientific, 2000, pp. 51-64. Lerouge E., Moreau Y., Verrelst H., Vandewalle J., Stoermann C., Gosset P., Burge P., "Detection and management of fraud in UMTS networks", in Proc. of the Third International Conference on The Practical Application of Knowledge Discovery and Data Mining (PADD99), London, UK, Apr. 1999, pp. 127-148. Suykens J.A.K., Vandewalle J., "Generalized Synchronization : a Lagrange Programming Network Formulation", in Proc. of the International Symposium on Nonlinear Theory and its Applications (NOLTA'99), Waikoloa, Hawaii, USA, Dec. 1999, pp. 21-24. Espinosa J., Vandewalle J., "The use of convex programming on fuzzy model based predictive control", in Proc. of the 1999 IEEE International Symposium on Intelligent Control Intelligent Systems and Semiotics (ISIC-ISAS-1999), Cambridge, MA, Sep. 1999, pp. 411-416. Espinosa J., Vandewalle J., "Nonlinear predictive control using fuzzy models and semidefinite programming", in Proc. of the 18th International Conference of the North American Fuzzy Information Processing Society (NAFIPS-99), New York, USA, Jul. 1999, pp. 174-178. Van Gestel T., De Moor B., Van Overschee P., "On the Rank Deficiency of the Least Squares Residuals in Subspace Identification", in Proc. of the Symposium on System Identification (Sysid2000), Santa Barbara, California, Jun. 2000, pp. 247-252. Cambre J., De Lathauwer L., De Moor B., "Best rank-(R,R,R) super-symmetric tensor approximation - a continuous-time approach", in Proc. IEEE Signal Processing Workshop on Higher-Order Statistics (HOS'99), Caesarea, Israel, Jun. 1999, pp. 242-246. Verriest E.I., De Moor B., "Multi-mode system identification", in Proc. of the European Control Conference (ECC'99), New York, Aug.-Sep. 1999, F860 p. Suykens J.A.K., Vandewalle J., "Synchronization theory of Lur'e systems : an overview", in Proc. of the International Workshop on nonlinear dynamics of electronic systems (keynote talk) (NDES'99), Ronne, Denmark, Jul. 1999, pp. 247-252. Yalcin M.E., Suykens J.A.K., Vandewalle J., "Experimental confirmation of a nonlinear Hinfty synchronization scheme with 5-scroll attractors", in Proc. of the International Workshop on nonlinear dynamics of electronic systems (NDES'99), Ronne, Denmark, Jul. 1999, pp. 257-260. Van Gorp J., Suykens J.A.K., "Representation of SISO Fuzzy logic control systems within NLq theory", in Proc. of Smart Engineering System Design (ANNIE'99), St. Louis, Missouri USA, Nov. 1999, pp. 603-609. Suykens J.A.K., Lukas L., Van Dooren P., De Moor B., Vandewalle J., "Least squares support vector machine classifiers : a large scale algorithm", in Proc. of the European Conference on Circuit Theory and Design (ECCTD'99), Stresa, Italy, Sep. 1999, pp. 839-842. Espinosa J., Vandewalle J., "Constrained Predictive Control using Fuzzy Models", in Proc. of the Eight International Fuzzy Systems Association World Congress (IFSA-99), Taipei, Taiwan, Aug. 1999, pp. 649-654. LiB. and De Moor B., "Information Measure based Stochastic System Identification of ATM Network Traffic", in Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-99), Phoenix, USA, March 1999, nb. 1545 p. De Schepper S., Van Overschee P., De Moor B., "Transfer function Optimization based on subspace identification models", in International Model Analysis Conference (IMAC), Kissimmee, Florida, Feb. 1999. Yalcin M.E., Suykens J.A.K., Vandewalle J., "Experimental confirmation of nonlinear Hinfty synchronization for Chua's circuit", in Proc. of the European Conference on Circuit Theory and Design (ECCTD'99), Stresa, Italy, Sep. 1999, pp. 177-180. Suykens J.A.K., Vandewalle J., "Continuous time NLq Theory : absolute stability criteria", in Proc. of the International Joint Conference on Neural Networks (IJCNN'99), Washington DC, USA, Jul. 1999, pp. CD-rom. Suykens J.A.K., Vandewalle J., "Multiclass Least Squares Support Vector Machines", in Proc. of the International Joint Conference on Neural Networks (IJCNN'99), Washington DC, USA, Jul. 1999, pp. CD-rom. Cambre J., De Moor B., "Solving the structured total least squares problem using the Riemannian SVD", in Proc. of the Mathematical Theory of Networks and Systems (MTNS 98), Padova, Italy, Jul. 1998, pp. 715-718. Favoreel W., Van Huffel S., De Moor B., Vasile S., Verhaegen M., "Comparative study between three different subspace identification algorithms", in Proc. of the European Control Conference 1999 (ECC-99), Karlsruhe, Germany, Aug. 1999. Favoreel W., De Moor B., Gevers M., Van Overschee P., "Closed-loop model-free subspace-based LQG-design", in Proc. of the IEEE Mediterranean Conference on Control and Automation, Haifa, Israel, Jun. 1999, pp. TP5-4. Espinosa J., Hadjili M., Wertz V., Vandewalle J., "Predictive Control Using Fuzzy Models-Comparative Study", in Proc. of the European Control Conference 1999 (ECC-99), Karlsruhe, Germany, Aug. 1999, 547 p. Yalcin M.E., Suykens J.A.K., Vandewalle J., "On the realization of n-scroll attractors", in Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS'99), Orlando, Florida, May 1999, pp. 483-486. Van Overschee P., De Moor B., "Optimal PID control of a chemical batch reactor", in Proc. of the 3th International Conference Industrial Automation, Ecole de Technologie SupÃƒÂ©rieure, Montreal, Canada, Jun. 1999, pp. 21-24. LiB., De Moor B., "Dynamic total least squares estimation of intersection origin-destination matrices", in Proc. of the European Control Conference (ECC'99), Aug.-Sep. 1999, F245 p. Vandaele P., Moonen M., "A Stochastic subspace algorithm for blind channel identification in noise fields with unknown spatial color", in Proc. of ICASSP98, Phoenix, Arizona, USA, Mar. 1999, pp. 2619-2622. Dachselt F., Kelber K., Schwarz W., Vandewalle J., "Chaotic versus classical stream ciphers - A comparative study", in Proc. of the IEEE ISCAS Conference (ISCAS'98), Montery, California, Jun. 1998. Sima V., Benner P., Van Huffel S., Varga A., "Improving the efficiency and accuracy of the MATLAB Control Toolbox using SLICOT-based gateways", in Mathematical Theory of Networks and Systems, (Beghi A., Finesso L. and Picci G., eds.), Proceedings of the MTNS-98 Symposium, il poligrafo (Padova, Italy), 1999, pp. 673-676. de Vries R.E., De Schutter B., De Moor B., "Minimal realizations and state space transformations in the symmetrized max-algebra", in Proc. of the IFAC Conference on System Structure and Control (IFAC SSC'98), Nantes, France, Jul. 1998, pp. 587-592. De Moor B., Lemmerling P., "A new trade-off in linear system identification : misfit versus latency", in Proc. of the MTNS98 (MTNS 98), Padova, Italy, June 1998, pp. 747-750. LiB., De Moor B., "Robust recursive identification of intersection origin-destination matrices", in Proc. of the Adaptive Systems in Control and Signal Processing (IFAC ACSP 1998), Glasgow, UK, Aug. 1998, pp. 117-122. Verrelst H., Suykens J.A.K., Vandewalle J., De Moor B., "Bayesian Learning and the Fokker-Planck machine", in Proc. of the International Workshop on Advanced Black-box Techniques for Nonlinear Modeling, Leuven, Belgium, Jul. 1998, pp. 55-61. Espinosa J., Vandewalle J., "Fuzzy Modeling and Identification, Using AFRELI and FuZion Algorithms", in Proc. of the 5th. International Conference on Soft Computing and Information Intelligent Systems (IIZUKA), Iizuka, Japan, Oct. 1998, pp. 535-540. Espinosa J., Vandewalle J., "Fuzzy Modeling with Linguistic Integrity", in Proc. of the International Workshop on Advanced Black Box Techniques for Nonlinear Modeling, Leuven, Belgium, Jul. 1998, pp. 197-202. Burge P., Shawe-Taylor J., Moreau Y., Verrelst H., Stoermann C., Gosset P., "BRUTUS - A Hybrid Detection Tool", in Proc. of the ACTS Mobile Communications Summit '97 (ACTS - MCS'97), Aalborg, Denmark, Oct. 1997, pp. 722-727. De Schutter B., De Moor B., "On the boolean minimal realization problem in the max-plus algebra", in Proc. of the International Conference on Discrete Event Systems (WODES'98), Cagliari, Italy, Aug. 1998, pp. 231-236. De Schutter B., Blondel V., De Moor B., "On the complexity of the boolean minimal realization problem in the max-plus algebra", in Advances in Systems, Signals, Control and Computers, (Baji{ć} V.B., ed.), Proc. of the International Conference on Systems, Signals, Control, Computers (SSCC'98), Vol. II, IAAMSAD and ANS, 1998, pp. 451-455. De Schutter B., De Moor B., "The extended linear complementarity problem and the modeling and analysis of hybrid systems", in Hybrid Systems V, (Antsaklis P., Kohn W., Lemmon M.D., Nerode A., and Sastry S., eds.), Proc. of the 5th International Workshop on Hybrid Systems, Notre Dame, Indiana, Sept. 1997, vol. 1567 of Lecture Notes in Computer Science, Springer, 1999, pp. 70-85. Vandewalle J., Preneel B., Csapodi M., "Data Security Issues, Cryptographic Protection Methods, and the Use of Cellular Automata", in Proc. of the 5th International Workshop on Cellular Neural Networks and their Applications 1998 (CNNA'98), London, England, UK, Apr. 1998, pp. 39-44. Csapodi M., Vandewalle J., Roska T., "High speed calculation of cryptographic hash functions by CNN chips", in Proc. of the 5th International Workshop on Cellular Neural Networks and their applications 1998 (CNNA'98), London, England, Apr. 1998, pp. 186-191. Dehaene J., Verrelst H., Vandewalle J., Timmerman D., "Ovarian tumor classification with assymetric support vector machines", in Proceedings of the International Workshop on Advanced Black-Box Techniques for Nonlinear Modeling, Leuven, Belgium, Jul. 1998, pp. 13-16. De Cock K., Van Gestel T., De Moor B., "Identification of the circulant modulated Poisson process: a time domain approach", in Proc. of the Mathematical Theory of Networks and Systems 98 Symposium (MTNS-98), Padova, Italy, Jul. 1998, pp. 739-742. Espinosa J., "Fuzzy Modeling and System Identification", in Fuzzy Logic and Intelligent Technologies for Nuclear Science and Industry, (Ruan D., Abderrahim H.A., D'Hondt P., and Kerre E., eds.), Proceedings of the third International FLINS Workshop, vol. 3 of Fuzzy Logic and Intelligent Technologies for Nuclear Science and Industry, World Scientific (Singapore, Singapore), 1998, pp. 111-120. Espinosa J., Vandewalle J., "Predictive Control Using Fuzzy Models Applied to a Steam Generating Unit", in Fuzzy Logic and Intelligent Technologies for Nuclear Science and Industry, (Ruan D., Abderrahim H.A., D'hondt P., and Kerre E. eds.), Proceedings of the third International FLINS Workshop, vol. 3 of Fuzzy Logic and Intelligent Technologies for Nuclear Science and Industry, World Scientific (Singapore, Singapore), 1998, pp. 151-160. De Cock K., De Moor B., "Stochastic System Identification for ATM Network Traffic Models: a Time Domain Approach", in Proc. of the IX European Signal Processing Conference (EUSIPCO-98), Rhodes, Greece, Sep. 1998, pp. 2137-2140. De Schutter B., De Moor B., "On the sequence of consecutive matrix powers of boolean matrices in the max-plus algebra", in Theory and Practice of Control and Systems, (Tornambé A., Conte G., and Perdon A.M., eds.), Proc. of the 6th IEEE Mediterranean Conference on Control and Systems, Alghero, Italy, June 1998, World Scientific (Singapore, S), 1999, pp. 672-677. Verrelst H., Vandewalle J., De Moor B., Timmerman D., "Bayesian Input Selection for Neural Network Classifiers", in Proc. of the Third International Conference on Neural Networksand Expert Systems in Medicine and Healthcare (NNESMED'98), Pisa, Italy, Sep. 1998, pp. 125-132. Favoreel W., Van Huffel S., De Moor B., Sima V., Verhaegen M., "Comparative study between three subspace identification algorithms.", in Proc. of the European Control Conference (ECC'99), Aug.-Sept. 1999, F298 p. Lemmerling P., Dologlou I., Van Huffel S., "Speech Compression based on exact modeling and Structured Total Least Norm optimization", in Proc. of the International Conference on Acoustics, Speech and Signal Processing (ICASSP98), Seattle, US, May 1998, pp. 353-356. Suykens J.A.K., Yang T., Vandewalle J., Chua L.O., "Impulsive synchronization of Lur'e systems: state feedback case", in Proc. of the IEEE Conference on Decision and Control (CDC'98), Tampa, Florida, Dec. 1998, pp. 1963-1966. de Vries R.E., De Schutter B., De Moor B., "On max-algebraic models for transportation networks", in Proc. of the International Workshop on Discrete Event Systems (WODES'98), Cagliari, Italy, Aug. 1998, pp. 457-462. Aizenberg I.N., Aizenberg N.N., Vandewalle J., "Precise Edge Detection : Representation by Boolean Functions, Implementation on the CNN", in Proc. of the 5th IEEE International Workshop on Cellular Neural Networks and their Applications 1998 (CNNA'98), London, England, Apr. 1998, pp. 301-306. Aizenberg I.N., Aizenberg N.N., Gotko E.S., Vandewalle J., "Ultrasound medical image processing using cellular neural networks", in Proc. of the European Symposium on Artificial Neural Networks (ESANN'98), Brugge, Belgium, Apr. 1998, pp. 315-320. Aizenberg I.N., Aizenberg N.N., Vandewalle J., "Solution of the Super-Resolution Problem by Multi-Valued Non-Linear Filtering, and its Implementation Using Cellular Neural Networks", in Proc. of the IEEE International workshop on Cellular Neural Networks and their applications 1998 (CNNA'98), London, England, Apr. 1998, pp. 353-358. Van Gestel T., De Cock K., Jans R., De Schutter B., Degraeve Z., De Moor B., "Discrete stochastic modelling of ATM-traffic with circulant transition matrices", in Proc. of the Mathematical Theory of Networks and Systems 98 (MTNS98), Padua, Italy, Jul. 1998, pp. 891-894. De Cock K., De Moor B., "Identification of the first order parameters of a circulant modulated Poisson process", in Proc. of the International Conference on Telecommunications (ITC'98), Porto Carras, Greece, Jun. 1998, pp. 420-424 (Vol. II). Aizenberg I., Vandewalle J., "Application of neural networks with multi-valued neurons for pattern recognition and non-linear filtering", in Proc. of the International Workshop "Digital methodologies and applications for multi-media and signal processing" (DMMS'97), Budapest, Hungary, Oct. 1997, pp. 27-36. Vandaele P., Moonen M., "A recursive total least squares algorithm for deconvolution problems", in Proc. of ICASSP 98, Seattle, Washington, USA, May 1998, pp. 1401-1404. Tan S., Zhang L., Vandewalle J., "On the learning of min-max fuzzy systems", in Proc. of the sixth IEEE International Conference on Fuzzy Systems (Fuzz IEEE 1997), 1997, pp. 1581-1584. Yu Y., Tan S., Vandewalle J., "Fuzzy systems as universal approximators : Constructive theory", in Proc. of the seventh International Fuzzy Systems Association World Congress (IFSA'97), Prague, Budapest, Jun. 1997, pp. 371-376. Suykens J.A.K., Vandewalle J., "Improved generalization ability of neurocontrollers by imposing NLq stability constraints", in Proc. of the European Symposium on Artificial Neural Networks (ESANN'98), Brugge, Belgium, Apr. 1998, pp. 99-104. Minten W., Vranckx S., De Moor B., Vandewalle J., "Bondlab, a Toolbox for mechatronic design embedded in MatLab 5", in The 1997 Benelux MatLab User Conference, October 27-28, Amsterdam, The Netherlands, 11 p. Suykens J.A.K., Vandewalle J., Chua L.O., "Nonlinear H$_{\infty}$ synchronization : case study for a hyperchaotic system", in Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS'98), Montery, California USA, Jun. 1998. De Lathauwer L., Vandewalle J., "A Residual Bound for the Mixing Matrix in ICA", in Proc. of the IXth European Signal Processing Conference (EUSIPCO-98), Rhodos, Greece, Sep. 1998, pp. 2065-2068. Suykens J.A.K., Munuzuri A.P., Vandewalle J., Chua L.O., "Phenomena from CNNs with generalized Chua's circuits", in Proc. of the International Symposium on Nonlinear Theory and its Applications (NOLTA 97), Honolulu, Hawaii USA, Dec. 1997, pp. 205-208. De Lathauwer L., De Moor B., Vandewalle J., "Dimensionality Reduction in Higher-Order-Only ICA", in Proc. of the IEEE Signal Processing Workshop on Higher-Order Statistics (HOS-97), Banff, Canada, Jul. 1997, pp. 316-320. De Lathauwer L., De Moor B., "From Matrix to Tensor : Multilinear Algebra and Signal Processing", in Mathematics in Signal Processing IV, (McWhirter J., ed.), Selected papers presented at 4th IMA Int. Conf. on Mathematics in Signal Processing, Oxford University Press (Oxford, United Kingdom), 1998, pp. 1-15. Dehandschutter W., Henrioulle K., Swevers J., Sas P., Van Overschee P., "Feedback control of broadband sound radiation from a rectangular plate", in Proc. of the 11th Symposium on Structural Dynamics and Control, Virginia, USA, May 1997, 10 p. Verrelst H., Moreau Y., Vandewalle J., Timmerman D., "Use of a multi-layer perceptron to predict malignancy in ovarian tumors", in Advances in Neural Information Processing Systems (NIPS 97), (Jordan M.I., Kearns M.I., Solla S.A., Eds.), Proceedings of the 1997 Conference, MIT Press, Denver, Colorado, Dec. 1997, pp. 978-984. Moreau Y., Verrelst H., Vandewalle J., "Detection of mobile phone fraud using supervised neural networks : A first prototype", in Proceedings of the International Conference on Artificial neural networks -- ICANN 97, (Gerstner W., Germond A., Hasler M., and Nicoud J.-D., eds.), vol. 1327 of Lecture Notes in Computer Science, Springer, 1997, pp. 1065-1070. Moreau Y., Verrelst H., Vandewalle J., "Fraud detection in mobile communications using supervised neural networks", in Proc. of the Stichting Neurale Netwerken Conference 1997, Amsterdam, The Netherlands, May 1997, pp. 149-152. Burge P., Shawe-Taylor J., Moreau Y., Preneel B., Stoermann C., Cooke C., "Fraud detection and management in mobile telecommunications networks", in Proc. of the European Conference on Security and Detection (IEE ECOS 97), London, UK, Apr. 1997, pp. 91-96. Van Overschee P., De Moor B., Favoreel W., "Numerical algorithms for subspace state space system identification (N4SID)", in Proc. of the ASME Design Engineering Technical Conference (ASME DETC'97), Sacramento, California, Sep. 1997, 9 p. Espinosa J., Vandewalle J., "Fuzzy modeling and identification. A guide for the user", in Proc. of the IEEE Singapore International Symposium on Control Theory and Applications (SISCTA 97), Singapore, Singapore, Jul. 1997, pp. 437-443. Minten W., Vranckx S., De Moor B., Vandewalle J., "Bondlab, a Toolbox for Integrated Mechatronic Design", in Proc. of the 11th European Simulation Multiconference (ESM'97), Istanbul, Turkey, Jun. 1997, pp. 199-203. De Schutter B., De Moor B., "The extended linear complementarity problem and its applications in the analysis and control of discrete event systems and hybrid systems", in Proc. of the IEEE Singapore International Symposium on Control Theory and Applications (SISCTA'97), Singapore, July 29-30, 1997, pp. 394-398. Favoreel W., De Moor B., "Subspace identification of bilinear systems", in Proc. of the MTNS98 (MTNS98), Padova, Italy, June 1998, 6 p. Chen H., Van Huffel S., Van den Boom A.J.W., Van den Bosch P.P.J., "Extended HTLS methods for parameter estimation of multiple data sets modeled as sums of exponentials", in Proc. of the 13th International Conference on Digital Signal Processing (DSP'97), Santorini, Greece, July, 1997, pp. 1035-1038. De Gersem P., De Moor B., Moonen M., "Applications of the continuous wavelet transform in the processing of musical signals", in Proc. of the 13th International Conference on Digital Signal Processing (DSP97), Santorini, Greece, Jul. 1997, pp. 563-566. Favoreel W., Lemmerling P., Suykens J.A.K., De Moor B., Crepel M., Briol P., "Modeling the Belgian gas consumption", in Proc. of the European Control Conference (ECC97), Brussels, Belgium, Sep. 1997, 6 p. Espinosa J., Vanvuchelen P., Vandewalle J., "Fuzzy Control for a Continously Variable Transmission", in Proc. of the 5th European Congress on Intelligent Techniques and Soft Computing (EUFIT-97), Aachen, Germany, Sep. 1997, pp. 1413-1417. De Schutter B., De Moor B., "The extended linear complementarity problem and the modeling and analysis of hybrid systems", in Book of extended abstracts of the Hybrid Systems V (HS'97) workshop, Notre Dame, Indiana, USA, September 11-13, 1997, pp. 15-20. De Schutter B., De Moor B., "Optimal traffic light control for a single intersection", in Proc. of the 1997 International Symposium on Nonlinear Theory and its Applications (NOLTA'97), Nov. 29-Dec. 2, 1997, pp. 1085-1088. Van Huffel S., Kessler M., Krug A., "Model validation and improved determination of chromophore concentrations in quantitative tissue spectrophotometry", in Proc. of the Optical tomography and Spectroscopy of Tissue : Theory, Instrumentation, Model and Human Studies II, San Jose, California, Feb. 1997, pp. 589-598. Fierro R., Vanhamme L., Van Huffel S., "Total least squares algorithms based on rank-revealing complete orthogonal decompositions", in Recent Advances in Total Least Squares Techniques and Errors-in-Variables Modeling, (Van Huffel S., ed.), SIAM (Philadelphia, USA), 1997, pp. 99-116. De Lathauwer L., De Moor B., "From matrix to tensor : multilinear algebra and signal processing", in Conf. Digest of the Fourth IMA International Conference on Mathematics in Signal Processing, Warwick, U.K, Dec. 1996, pp. 1-11. Suykens J.A.K., De Moor B., Vandewalle J., "Robust NLq neural control theory", in Proc. of the International Conference on Neural Networks (ICCN'97), Houston, Texas USA, Jun. 1997. De Schutter B., De Moor B., "Generalized linear complementarity problems and the analysis of continuously variable systems and discrete event systems", in Proc. of the International Workshop on Hybrid and Real-Time Systems (HART'97), Grenoble, France, March 26-28, 1997, vol. 1201 in Lecture Notes in Computer Science, Springer-Verlag, 1997, pp. 409-414. De Schutter B., De Moor B., "The QR decomposition and the singular value decomposition in the symmetrized max-plus algebra", in Proc. of the European Control Conference (ECC'97), Brussels, Belgium, Jul. 1997, 6 p. De Schutter B., De Moor B., "Matrix factorization and minimal state space realization in the max-plus algebra", in Proc. of the 1997 American Control Conference (ACC'97), Albuquerque, New Mexico, June 1997, pp. 3136-3140. Favoreel W., De Moor B., Van Overschee P., "Subspace identification of balanced deterministic bilinear systems subject to white inputs", in Proc. of the European Control Conference (ECC'97), Brussels, Belgium, Jul. 1997, pp. 1-9. Favoreel W., De Moor B., Van Overschee P., "A bilinear extension of subspace identification for systems subject to white inputs", in Proc. of the American Control Conference (ACC'97), Alburquerque, New Mexico, Jun. 1997, pp. 607-611. Yi C., De Moor B., "Traffic identification of ATM networks with optimization algorithms", in Proc. of the 35th IEEE Conference on Decision and Control (CDC'96), Kobe, Japan, Dec. 1996, pp. 277-282. Moreau Y., Vandewalle J., "Composition methods for the integration of dynamical neural networks", in Proc. of the European Symposium on Artificial Neural Networks (ESANN), Brugge, Belgium, Apr. 1997, pp. 303-308. Moreau Y., Preneel B., Burge P., Shawe-Taylor J., Stoermann C., Cooke C., "Novel techniques for fraud dectection in mobile telecommunications", in Proc. of the ACTS Mobile Summit, Grenada, Spain, Nov. 1996, 6 p. Lemmerling P., Van Huffel S., De Moor B., "Structured total least squares problems : formulations, algorithms and applications", in Recent Advances in Total Least Squares Techniques and Errors-in-Variables modeling, SIAM, Philadelphia, 1997, pp. 215-223. Dehaene J., Twum-Danso N.K., "Local adaptive algorithms for information maximization in neural networks, and application to source separation", in Proc. of the International Conference on Acoustics Speech and Signal Processing (ICASSP 97), Munich, German, Apr. 1997, pp. 59-62. Chen H., Van Huffel H., Dowling E., DeGroat E., "TLS based methods for exponential parameter estimation", in Recent Advances in Total Least Squares Techniques and Errors-in-Variables modeling, (Van Huffel S., ed.), SIAM, Philadelphia, 1997, pp. 295-305. Verrelst H., Van Acker K., Suykens J.A.K., Motmans B., De Moor B., Vandewalle J., "NLq neural control theory: case study for a ball and beam system", in Proc. of the European Control Conference (ECC'97), Brussels, Belgium, Jul. 1997. Suykens J.A.K., Vandewalle J., De Moor B., "Nonlinear H$_{\infty}$ control for continuous-time recurrent neural networks", in Proc. of the European Control Conference (ECC'97), Brussels, Belgium, Jul. 1997. Van Huffel S., "TLS applications in biomedical signal processing", in Recent Advances in Total Least Squares Techniques and Errors-in-Variables modeling, (Van Huffel S., ed.), SIAM, Philadelphia, 1997, pp. 307-318. Minten W., De Moor B., Vandewalle J., "Condensed bond graph modeling", in Proc. of the ICBGM'97, 3rd International Conference on Bond Graph Modeling and Simulation, Part of the WMC'97 Multiconference (ICBGM'97), Phoenix, Arizona, Jan. 1997, pp. 50-55. Suykens J.A.K., Vandewalle J., "Absolute stability and dissipativity of continuous time multilayer recurrent neural networks", in Proc. of the 1997 IEEE International Symposium on Circuits and Systems (ISCAS'97), Hong Kong, Jun. 1997, pp. 517-520. Van den Boom A., Van Huffel S., "Developments around the freeware standard control library SLICOT", in Proc. of the IEEE International Symposium on Computer-Aided Control System Design, Dearborn, Michigan, Sep. 1996, pp. 473-476. Vandaele P., Moonen M., "An "SVD + Viterbi" algorithm for adaptive blind equalization of mobile radio channels", in Proc. of the 4th Bayona (Pre Cost 254) Workshop on Intelligent Methods for Signal Processing and Communications, Bayona (Vigo), Spain, Jun. 1996, pp. 159-163. Yu Y., Tan S., Vandewalle J., Deprettere E., "Optimal construction of wavelet networks for nonlinear system modeling", in Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS'96), Atlanta, Georgia, May 1996, pp. 48-51. Moreau Y., Vandewalle J., "A Lie algebraic approach to dynamical system prediction", in Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS'96), Atlanta, Georgia, May 1996, pp. 182-185. Lemmerling P., Van Huffel S., De Moor B., "Structured total least squares methods in signal processing", in Proc. of the 8th European Signal Processing Conference (EUSIPCO'96), Trieste, Italy, Sep. 1996, pp. 819-822. Moreau Y., Vandewalle J., "Equivalence between dynamic one-hidden-layer perceptrons and dynamic perceptrons without hidden layer", in Proc. of the European Control Conference (ECC'97), Brussels, Belgium, Jul. 1997, 6 p. Vanhamme L., Van den Boogaart A., Van Huffel S., "Fast and accurate parameter estimation of noisy complex exponentials with use of prior knowledge", in Proc. of the 8th European Signal Processing Conference (EUSIPCO'96), Trieste, Italy, Sep. 1996, pp. 407-410. Moreau Y., Vandewalle J., "Prediction of dynamical systems with composition networks", in Proc. of the 4th International Symposium on Artificial Neural Networks (ESANN'96), Apr. 1996, pp. 303-308. Dehaene J., Moonen M., Vandewalle J., "An improved fully parallel stochastic gradient algorithm for subspace tracking", in Signal Processing VIII, (Ramponi G., Sicuranza G.L., Carrato S. and Marsi S., Eds.), Proc. of EUSIPCO-96, Eighth European Signal Processing Conference, Eidzione LINT (Trieste, Italy,), 1996, pp. 1373-1376. Van Huffel S., De Beer R., Van Ormondt D., "Advanced time-domain quantitation methods for MR spectroscopy and metabolite imaging", in Invited paper for the minisymposium "Advanced signal processing for medical MR Imaging and spectroscopy" of the 18th Annual International Conference IEEE Engineering in Medicine and Biology Society, Amsterdam, The Netherlands, Oct.-Nov. 1996, 3 p. Chen H., Van Huffel S., Van Ormondt D., "Application of the Structured Total Least Norm technique in spectral estimation", in Proc. of the 8th European Signal Processing Conference (EUSIPCO'96), Trieste, Italy, Sep. 1996, pp. 706-709. De Lathauwer L., De Moor B., Vandewalle J., "A technique for higher-order-only blind source separation", in Proc. of the International Conference on Neural Information Processing (ICONIP'96), Hong Kong, Sep. 1996, pp. 1223-1228. Suykens J.A.K., Vandewalle J., "Absolute stability criterion for a Lur'e problem with multilayer perceptron nonlinearity", in Proc. of the International Workshop on Nonlinear Dynamics of Electronic Systems (NDES'96), Sevilla, Spain, Jun. 1996, pp. 117-122. Suykens J.A.K., De Moor B., Vandewalle J., "Links between NLq neural control theory and mu robust control theory", in Proc. of the IEEE International Conference on Decision and Control (CDC'96), Kobe, Japan, Dec. 1996. Van Overschee P., De Moor B., Dehandschutter W., Swevers J., "A subspace algorithm for the identification of discrete time frequency domain power spectra", in Proc. of the 11th IFAC Symposium on System Identification (SYSID'97 SICE), Fukuoka, Japan, Jul. 1997, pp. 1149-1154. De Schutter B., De Moor B., "Applications of the extended linear complementarity problem in the max-plus algebra", in Proc. of the International Workshop on Discrete Event Systems (WODES'96), Edinburgh, UK, Aug. 1996, pp. 69-74. Chen H., Van Huffel S., Vandewalle J., "State-space based approximation methods for the harmonic retrieval problem in the presence of known signal poles", in Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'96), Atlanta, Georgia, May 1996, 7 p. De Lathauwer L., De Moor B., Vandewalle J., "Independent component analysis based on higher-order statistics only", in Proc. of the 8th IEEE SP Workshop on Statistical Signal and Array Processing (SSAP'96), Corfu, Greece, Jun. 1996, pp. 356-359. De Lathauwer L., De Moor B., Vandewalle J., "Blind source separation by simultaneous third-order tensor diagonalization", in Proc. of the 8th European Signal Processing Conference (EUSIPCO'96), Trieste, Italy, Sep. 1996, pp. 2089-2092. De Lathauwer L., Comon P., De Moor B., Vandewalle J., "Higher-order power method - application in independent component analysis", in Proc. of the International Symposium on Nonlinear Theory and its Applications (NOLTA'95), Las Vegas, Nevada, Dec. 1995, pp. 91-96. De Schutter B., De Moor B., "The extended linear complementarity problem and its applications in the max-plus algebra", in Complementarity and Variational Problems: State of the Art, (Ferris M.C., and Pang J.S., eds.), Proc. of the International Conference on Complementarity Problems, Baltimore, Maryland, Nov. 1995, SIAM (Philadelphia, Pennsylvania), 1997, pp. 22-39. Van Overschee P., De Moor B., "About the choice of state space basis in combined deterministic-stochastic subspace identification", in Proc. of the American Control Conference (ACC'95), Seattle, Washington, Jun. 1995, pp. 4072-4076. Moons C., Vanvuchelen P., Minten W., De Moor B., "A computer controlled test set-up for continuously variable transmissions", in Proc. of the 2nd International Conference on Road Vehicle Automation (ROVA'95), Bolton, UK, Sep. 1995, pp. 226-235. Vanvuchelen P., Moons C., Minten W., De Moor B., "Electronic control of continuously variable transmissions", in Proc. of the 2nd International Conference on Road Vehicle Automation (ROVA95), Bolton, UK, Sep. 1995, pp. 100-109. 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De Lathauwer L., De Moor B., Vandewalle J., "The application of higher-order singular value decomposition to independent component analysis", in SVD and Signal Processing, III: Algorithms, Architectures and Applications, (Moonen M., and De Moor B., eds.), Elsevier, 1995, pp. 383-390. De Lathauwer L., De Moor B., Vandewalle J., "Canonical decomposition of a fourth-order tensor", in Book of abstracts of the Linear Algebra and Applications Conference, Manchester, U.K., Jul. 1995, 3 p. De Lathauwer L., De Moor B., Vandewalle J., "Fetal electrocardiogram extraction by independent component analysis", in Book of abstracts of the Linear Algebra and Applications Conference, Manchester, U.K., Jul. 1995, 3 p. De Lathauwer L., De Moor B., Vandewalle J., "Fetal electrocardiogram extraction by source subspace separation", in Proc. of IEEE Signal Processing / Athos Workshop on Higher-Order Statistics, Girona, Spain, Jun. 1995, pp. 134-138. 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Cavassila S., Briguet A., Graveron-Demilly D., Decanniere C., Van Hecke P., Van Huffel S., Van Ormondt D., "Quantification of nondescript peaks with SVD-based methods and estimation of errors", in Proc. of the 2nd Meeting of the Society of Magnetic Resonance, San Francisco, California, Aug. 1994, 1187 p. Overloop K., Van Hecke P., Chen H., Van Huffel S., Knijn A., Van Ormondt D., "Evaluation of time- and frequency domain methods for the quantification of a multi-component line", in Proc. of the 2nd meeting of the Society of Magnetic Resonance, San Francisco, California, Aug. 1994, 1183 p. Chen H., Van Huffel S., Vandewalle J., "Bandpass filtering for the HTLS estimation algorithm: design, evaluation and SVD analysis", in SVD and Signal Processing, III: Algorithms, Architectures and Applications, (Moonen M., and De Moor B., eds.), Elsevier, 1995, pp. 391-398. 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Falkus H., Van Overschee P., Murad G., Hakvoort R., Ludlage J., "Advanced identification and robust control of a glass tube production process", in 3rd Philips Conference on Applications of Systems and Control Theory (PACT'94), Doorwerth, The Netherlands, Nov. 1994, 6 p. Vanpoucke F., Moonen M., "Parallel and stable spherical subspace tracking", in Proc. of the International Conference Acoustics, Speech, Signal Processing (ICASSP'95), Detroit, Colorado, May 1995, pp. 2064-2067. Vanrolleghem P.A., Van Daele M., Van Overschee P., Vansteenkiste G.C., "On-line model structure characterization of nonlinear wastewater treatment systems", in Proc. of 10th IFAC Symposium on System Identification (SYSID'94), Copenhagen, Denmark, Jul. 1994, pp. 279-284. 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Van Huffel S., Casaer P., Van Mele P., Willems G., "TLS regression, wavelength and chromophore selection analysis in NIRS data quantification", in Proc. SPIE Biomedical Optics conference on Optical Tomography, Photon Migration, and Spectroscopy of Tissue and Model Media: Theory, Human Studies, and Instrumentation, San Jose, California, Feb. 1995, pp. 743-754. Dehaene J., Moonen M., Vandewalle J., "A continuous time approach to the analysis and design of parallel algorithms for subspace tracking", in SVD and Signal Processing, III: Algorithms, Architectures and Applications, (Moonen M., and De Moor B., eds.), Elsevier, 1995, pp. 259-266. Vanpoucke F., Moonen M., "Stable Jacobi SVD updating by factorization of the orthogonal matrix", in SVD and Signal Processing, III: Algorithms, Architectures and Applications, (Moonen M., and De Moor B., eds.), Elsevier, 1995, pp. 267-276. Moonen M., Vanpoucke F., "A fully parallel SVD-regularized adaptive LCMV beamformer", in Proc. of COST 229 Workshop, Bayona, Spain, Oct. 1994, pp. 109-113. Jensen S.H., Hansen P.C., Hansen S.D., Sørensen J.A., "Reduction of general broad-band noise in speech by truncated QSVD: implementation aspects", in SVD and Signal Processing, III: Algorithms, Architectures and Applications, (Moonen M., and De Moor B., eds.), Elsevier, 1995, pp. 459-466. Vandewalle J., Vandenberghe L., "Piecewise-Linear circuits and piecewise linear analysis", in The Circuits and Filters Handbook, (Wai-Kai Chen, ed.), CRC Press, IEEE press, 1995, pp. 1034-1054. Minten W., De Moor B., Vandewalle J., "State equations of nonlinear dynamic systems", in Proc. of the 1995 International Conference on Bond Graph Modeling and Simulation (ICBGM'95), Las Vegas, Nevada, Jan. 1995, pp. 23-28. 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Hao J., Tan S., Vandewalle J., "A new approach to the design of discrete Hopfield associative memory", in Proc. of the 1991 IEEE International Joint Conference on Neural Networks (IJCNN'91), Singapore, Nov. 1991, pp. 1705-1710. Van Impe J., Nicolaï B., De Moor B., Vandewalle J., "Evaluation of on-line conventional and adaptive controllers for the penicillin G fed-batch fermentation based on simulations using a new mathematical model", in Modeling and Simulation 1991, (Mosekilde E., ed.), Society for Computer Simulation SCS, San Diego, California, 1991, pp. 873-878. Van Impe J., Nicolaï B., Spriet J., De Moor B., Vandewalle J., "Optimal control of the penicillin G fed-batch fermentation: an analysis of the model of Bajpai and Reuß", in Modeling and Simulation 1991, (Mosekilde E., ed.), Society for Computer Simulation SCS, San Diego, California, 1991, pp. 867-872. Van Huffel S., "Iterative methods for solving total least squares problems", in Iterative Methods in Linear Algebra, (Beauwens R., and De Groen P., eds.), Brussels, Belgium, Apr. 1991, Elsevier Science Publishers B.V. (North-Holland), 1992, pp. 403-413. Van Overschee P., De Moor B., Suykens J.A.K., "Subspace algorithms for system identification and stochastic realization", in Proc. of the International Symposium on Recent Advances in Mathematical Theory of Systems, Control, Networks and Signal Processing (MTNS'91), Kobe, Japan, Jun. 1991, pp. 589-595. Van Impe J., Nicolaï B., Vanrolleghem P., Spriet J., De Moor B., Vandewalle J., "Optimal control of the penicillin G fed-batch fermentation: an analysis of a new unstructured model", in Proc. of the 1991 European Control Conference (ECC), Grenoble, France, Jul. 1991, pp. 1624-1629. Tan S., Hao J., Vandewalle J., "Determination of weights for Hopfield associative memory by error back propagation", in Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS'91), Singapore, Jun. 1991, pp. 2491-2494. Tan S., Hao J., Vandewalle J., "Cellular neural networks as a model of associative memories", in Proc. of the IEEE International Workshop on Cellular Neural Networks and their Applications (CNNA'90), Budapest, Hungary, Dec. 1990, pp. 26-35. Tan S., Vandenberghe L., Vandewalle J., "Remarks on the stability of asymmetric dynamical neural networks", in Proc. of the International Joint Conference on Neural Networks (IJCNN'90), San Diego, California, Jun. 1990, pp. 461-467. Van Huffel S., "Chebyshev acceleration techniques for solving slowly varying total least squares problems", in SVD and Signal Processing, II: Algorithms, Analysis and Applications, (R. Vaccaro, ed.), Elsevier, 1991, pp. 161-176. Van Huffel S., "Solution and properties of the restricted total least squares problem", in Proc. of the International Mathematical Theory of Networks and Systems Symposium (MTNS'89), (M.A. Kaashoek, J.H. Van Schuppen, A.C.M. Ran, eds.), 1990, pp. 521-528. Van Huffel S., Vandewalle J., "Reliable and efficient techniques based on total least squares for computing consistent estimators in models with errors in the variables", in Mathematics in Signal Processing II, (J.G. McWhirter, ed.), Clarendon Press, Oxford, UK, 1990, pp. 593-603. Van Huffel S., Vandewalle J., "The total least squares technique: computation, properties and applications", in SVD and Signal Processing: Algorithms, Applications and Architectures, (Deprettere E., ed.), Elsevier, 1988, pp. 189-207. Van Huffel S., Vandewalle J., "The use of total linear least squares techniques for identification and parameter estimation", in Proc. of the 7th IFAC-IFORS Symposium on Identification and System Parameter Estimation, York, UK, Jul. 1985, pp. 1167-1172. Van Huffel S., Vandewalle J., Staar J., "The total linear least squares problem: formulation, algorithm and applications", in Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS'84), Montréal, Canada, May 1984, pp. 328-331. Top  National Conference Paper Jamali Rad H., van Waterschoot T., Leus G., "Anchorless cooperative localization for mobile wireless sensor networks", in Proc. 2011 WIC/IEEE SP Symp. Inf. Theory Signal Process. Benelux (WICSP ?11), Brussels, Belgium, May 2011, pp. 9-16. Kopacka M., Saerens B., Ferreau H., Houska B., Diehl M., Rohal-Ilkiv B., "Design of a MPC controller running on dSpace hardware using ACADO toolkit", in Proc. of the International scientific - technical conference on process control, Kouty nad Desnou, Czech Republic, Jun. 2010. Albera L., Karfoul A., De Lathauwer L., "Decomposition Canonique de Tableaux Hermitiens Semi-definis Positifs d'Ordre Pair par Rotation Procusteenne: Application ½ l'ICA", in Proc. of the 22ieme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2009), Dijon, France, Sep. 2009. Castaing J., De Lathauwer L., "Separation Aveugle de Signaux de Type DS-CDMA ½ l'Aide de Techniques Alg½briques", in Proc. of the 20ieme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2005), Louvain-la-Neuve, Belgium, Sep. 2005, 4 p. Nion D., De Lathauwer L., "Separation et Egalisation Aveugles de Signaux CDMA par la D½composition en Blocs d'un Tenseur au Moyen de l'Algorithme de Levenberg-Marquardt", in Proc. of the 21ieme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2007), Troyes, France, Sep. 2007, pp. 245-248. Vandeput S., Naulaers G., Daniels H., Van Huffel S., "Heart Rate Variability during Active and Quiet Sleep in Preterm Neonates", in Proc. of the 7th Belgian Day on Biomedical Engineering, Brussels, Belgium, Nov. 2007, pp. 64. Huyck B., De Brabanter J., Van Impe J., De Moor B., "Identifcation and Modeling of a Dynamical System", in Proceedings of the Third European Conference on the Use of Modern Information and Communication Technologies , (De Backer L., ed.), Proceedings of the Third European Conference on the Use of Modern Information and Communication Technologies , Nevelland v.z.w (Gent, Belgium), 2008, pp. 213 - 224. Van Belle V., Poullet JB., Monleon D., Celda B., Martinez-Bisbal M. and Van Huffel S., "Classification of brain tumors by means of high resolution magic angle spinning spectra", in Proc. of the Belgian Day on Biomedical Engineering IEEE/EMBS Symposium, Brussels, Belgium, Dec. 2006, pp. 199-202. Rombouts G., van Waterschoot T., Moonen M., "Proactive notch filtering for acoustic feedback cancellation", in Proc. of the 2nd Annual IEEE Benelux/DSP Valley Signal Processing Symposium (SPS-DARTS '06), Antwerp, Belgium, Mar. 2006, pp. 169-172. van Waterschoot T., Rombouts G., Moonen M., "Optimally regularized recursive least squares for acoustic echo cancellation", in Proceedings of The second annual IEEE BENELUX/DSP Valley Signal Processing Symposium (SPS-DARTS 2006), Antwerp, Belgium, Mar. 2006, pp. 31-34. van Waterschoot T., Rombouts G., Struyve K., Moonen M., "Acoustic Echo Cancellation in the Presence of Continuous Double-Talk", in Proc. of the first annual IEEE BENELUX/DSP Valley Signal Processing Symposium (SPS-DARTS 2005), Antwerp, Belgium, Apr. 2005, pp. 53-57. De Lathauwer L., Vandewalle J., De Moor B., "An algebraic Technique for blinf MIMO Deconvolution of Constant Modulus Signals", in Proc. of the 24th Symposium on Information Theory in the Benelux, Veldhoven, The Netherlands, May 2003, pp. 203-209. De Lathauwer L., de Baynast A., Vandewalle J., De Moor B., "New Algebraic Techniques for the Separation of DS-CDMA signals", in Proc. 24th Symposium on Information Theory in the Benelux, Veldhoven, The Netherlands, May 2003, pp. 211-218. Antal P., Fannes G., Moreau Y., De Moor B., "Using Literature and Data to Annotate and Learn Bayesian Networks", in Proc. of the Belgian-Dutch Artificial Intelligence Conference, (BNAIC'02), Leuven, Belgium, Oct. 2002, pp. 3-10. De Lathauwer L., De Moor B., Vandewalle J., "An Algebraic Algorithm for Blind Identification with more Inputs than Outputs", in Proc. 23rd Symp. on Information Theory in the Benelux, Louvain-la-Neuve, Belgium, May 2002, pp. 241-246. De Lathauwer L., De Moor B., Vandewalle J., "An algorithm for joint diagnolization by a congruence transformation", in Proc. 23rd Symp. on Information Theory in the Benelux, Louvain-la-Neuve, Belgium, May 2002, pp. 235-240. De Lathauwer L., Fevotte C., De Moor B., Vandewalle J., "Jacobi Algorithm for Joint Block Diagonalization in Blind Idenfitication", in Proc. 23rd Symposium on Information Theory in the Benelux, Louvian-la-Neuve, Belgium, May 2002, pp. 155-162. Doclo S., Moonen M., "Noise reduction in multi-microphone speech signals using recursive and approximate GSVD-based optimal filtering", in Proc. of IEEE Benelux Signal Processing Symposium (SPS-2000), Hilvarenbeek, The Netherlands, Mar. 23-24, 2000, pp. CD-ROM. Schouten T., De Moor B., "Filter design for a sinusoidal synthesis engine using linear programming and sound synthesis examples", in Proc. of the 2nd IEEE Benelux Signal Processing Symposium (SPS-2000), Hilvarenbeek, The Netherlands, Mar. 2000, cdrom p. Lerouge E., Van Huffel S., "Generalization Capacity of Neural Networks for the Classification of ovarium tumours", in Proc. of the 20th Symposium on Information Theory in the Benelux, Haasrode, Belgium, May 1999, pp. 149-156. Espinosa J., Vandewalle J., "Fuzzy Control and PID", in Lecture Notes of the Studienamiddag + Tentoonstelling PID-regelaars : Moderne afstellingsmethodes, Antwerp, Belgium, Mar. 1999. Vanhamme L., Van Huffel S., "Multichannel quantification of biomedical magnetic resonance spectroscopy signals", in Advanced Signal Processing Algorithms, Architectures, and Implementations VIII, (Luk F.T., ed.), Proc. of SPIE's 43rd Annual Meeting (SPIE), San Diego, California, Jul. 1998, vol. 3461 of SPIE Proceedings series, SPIE-the International Society for Optical Engineering (Washington, USA), 1998, pp. 237-248. Lemmerling P., Dologlou I., Van Huffel S., "Variable rate speech compression based on exact modeling and waveform vector quantization", in Proc. of the IEEE Benelux Signal Processing Symposium (IEEE BSPS), Leuven, Belgie, Mar. 1998, pp. 127-130. Van Huffel S., Van Ormondt D., "Subspace-based exponential data modeling using prior knowledge", in Proc. of the IEEE Benelux Signal Processing Symposium (IEEEBSPS), Leuven, Belgium, Mar. 1998, pp. 211-214. De Lathauwer L., Vandewalle J., De Moor B., "Jacobi-Algorithm for Simultaneous Generalized Schur Decomposition in Higher-Order-Only ICA", in Proc. of the IEEE Benelux Signal Processing Chapter 1998 Signal Processing Symposium (SPS'98), Leuven, Belgium, Mar. 1998, pp. 67-70. Aedo J.E., Espinosa J., Van Noije W.A., Vandewalle J., "Modeling and design of digital complex CMOS gates using neuro-fuzzy logic systems", in Proc. of the X Brazilian Symposium on Integrated Circuit Design (SBCCI 97), Porto Alegre, Brazil, Aug. 1997, pp. 67-76. Vandewalle J., "Principes, mogelijkheden en beperkingen van artificiele neurale netwerken", in Proc. of the Symposium Neurale Netwerken, Eindhoven, Nederland, Apr. 1997, pp. 15-25. Gutierrez A., De Keyser R., Espinosa J., "Control predictivo basado en una red neuronal aplicado a un reactor para deposicion de silicio", in Memorias segundo congreso de la asociacion colombiana de automatica, Bucaramanga, Colombia, Mar. 1997, pp. 182-189. De Gersem P., De Moor B., Moonen M., "Applications of wavelets in audio and music", in Record of the KVIV Study-day on Wavelet analysis : a new tool in signal and image processing, Antwerp, Belgium, Dec. 1996, 14 p. Vandaele P., Moonen M., "An adaptive blind multi-user detection algorithm for mobile radio communication", in Proc. of the Fourth IEEE Symposium on Communications and Vehicular Technology in the Benelux, 1996, pp. 73-80. Minten W., De Moor B., Vandewalle J., "Bond graphs as a mechatronic modeling tool", in BIRA Studiedag over Mechatronica, Realisatie en Evoluties, Leuven, Belgium, Oct. 1995, 19 p. Chen H., Van Huffel S., Vandewalle J., "Structured total least norm and its application to parameter estimation of exponentially damped sinusoids", in Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing, Mierlo, The Netherlands, Mar. 1995, pp. 45-50. Van Huffel S., Park H., Rosen J.B., "Total least norm problem formulation and solution of structured problems in parameter extraction", in Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing, Mierlo, The Netherlands, Mar. 1995, pp. 317-326. Dehaene J., Vandewalle J., "Adaptive signal processing with unidirectional Hebbian adaptation laws", in Proc. of Belgian Neural Network Contact Group, Louvain-la-Neuve, Belgium, Nov. 1994, pp. 81-88. Van Huffel S., Park H., "Improved parallel algorithm for band matrix reconstruction", in Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing, Houthalen, Belgium, Mar. 1993, pp. 275-280. De Lathauwer L., De Moor B., Vandewalle J., "A singular value decomposition for higher-order tensors", in Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal-Processing, Houthalen, Belgium, Mar. 1993, pp. 37-43. Dehaene J., Vandewalle J., "Locally implementable learning with isospectral matrix flows", in Proc. Interdisciplinary Center of Neural Networks, K.U.Leuven, Leuven, Belgium, Nov. 1992, pp. 23-51. Vanpoucke F., Moonen M., Deprettere E., "Parallel and adaptive high resolution direction finding", in Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing, Houthalen, Belgium, Apr. 1992, pp. 193-198. Dehaene J., Vandewalle J., "A new geometrical approach to the design of Hopfield type associative memory", in Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing, Houthalen, Belgium, Apr. 1992, pp. 151-156. Van Impe J., Nicolaï B., Martens T., De Baerdemaeker J., Vandewalle J., "Prediction of microbial growth during storage and thermal treatment of foods: an overview", in Proc. of the 1991 Forum for Applied Biotechnology, RUG, Gent, Belgium, 1991, pp. 1687-1692. Nicolaï B., Van Impe J., Verlinden B., Martens T., Vandewalle J., De Baerdemaeker J., "Simulation of surface growth of lactic acid bacteria in vacuum-packed foods", in Proc. of the 1991 Forum for Applied Biotechnology, RUG, Gent, Belgium, 1991, pp. 1681-1686. Bonte G., Van Impe J., Spriet J., "Feeding strategy optimization of the penicillin fed-batch fermentation using a mathematical model", in Proc. of the 1989 Forum for Applied Biotechnology, RUG, Gent, Belgium, 1989, pp. 1215-1224. Top  Book Yu S., Tranchevent L.C., De Moor B., Moreau Y., Kernel-based Data Fusion for Machine Learning, vol. 345 of Studies in Computational Intelligence, Springer, 2011, 200 p. Markovsky I., Willems J. C., De Moor B., Van Huffel S., Exact and Approximate Modeling of Linear Systems: A Behavioral Approach, SIAM (Philadelphia, US), 2006, 205 p. Yalcin M.E., Suykens J.A.K., Vandewalle J.P.L., Cellular Neural Networks, Multi-Scroll Chaos and Synchronization, vol. 50 of World Scientific Series on Nonlinear Science, Series A, World Scientific Pub. Co (Singapore, ISBN 981-256-161-7), 2005, 248 p. Suykens J.A.K., Van Gestel T., De Brabanter J., De Moor B., Vandewalle J., Least Squares Support Vector Machines, World Scientific Publishing Co., Pte, Ltd. (Singapore), (ISBN : 981-238-151-1), 2002. Benner P., Mehrmann V., Sima V., Van Huffel S., Varga A., SLICOT - A subroutine library in systems and control theory, Applied and Computational Control, Signals and Circuits, vol. 1, 1998, pp. 499-539. Van Overschee P., De Moor B., Subspace Identification for Linear Systems: Theory, Implementation, Applications, Kluwer Academic Publishers, 1996, 254 p. Suykens J.A.K., Vandewalle J., De Moor B., Artificial Neural Networks for Modeling and Control of Non-Linear Systems, Kluwer Academic Publishers, 1995, 235 p. Top  Edited Book Willems J.C., Ohta Y., Hara S., Fujioka H., (eds.), Perspectives in Mathematical System Theory, Control, and Signal Processing, vol. 398 of Lecture Notes in Control and Information Science, Springer Verlag, 2010, 389 p. De Lathauwer L., Comon P., Mastronardi N., (eds.), Special Issue: Tensor Decompositions and Applications, vol. 30 of SIAM Journal on Matrix Analysis and Applications, Society for Industrial and Applied Mathematics (Philadelphia, Pennssylvania), 2008, 430 p. Suykens J.A.K., Horvath G., Basu S., Micchelli C., Vandewalle J., (eds.), Advances in Learning Theory : Methods, Models and Applications, vol. 190 of NATO-ASI Series III : Computer and Systems Sciences, IOS Press (Amsterdam, The Netherlands), (ISBN 1-58603-341-7), 2003, 436 p. De Lathauwer L., Comon P., (eds.), Blind source separation and multichannel deconvolution, Special Issue Signal Processing, vol. 73 of Signal Processing, Elsevier, 1999, 190 p. Suykens J.A.K., Vandewalle J., (eds.), Nonlinear Modeling: advanced black-box techniques, Kluwer Academic Publishers, 1998, 256 p. Van Huffel S., (ed.), Recent Advances in Total Least Squares Techniques and Errors-in-Variables, SIAM (Philadelphia, USA), 1997, 400 p. Top  Contribution to book Signoretto M., Suykens J. A. K., "Kernel Methods", in invited chapter to appear in Handbook on Computational Intelligence, , Neural Networks Section, (Cesare A., and Polycarpou M., eds.), Springer, 2013, pp. -28. Tran Dinh Q., Diehl M., "Local convergence of sequential convex programming for nonlinear programming", in Chapter of Recent advances in optimization and its application in engineering, (Diehl M., Glineur F., Jarlebring E., and Michiels W., eds.), Springer-Verlag, 2010, pp. 93--102. Kozma A., Savorgnan C., Diehl M., "Distributed Multiple Shooting for Large Scale Nonlinear Systems", in Distributed MPC Made Easy, (Torreblanca P., and Negenborn R., eds.), Springer, 2012, pp. 0. Houska B., Logist F., Diehl M., Van Impe J., "A Tutorial on Numerical Methods for State and Parameter Estimation in Nonlinear Dynamic Systems", in Chapter 5 of Identification for Automotive Systems, (Alberer D., Hjalmarsson H., and Del Re L., eds.), vol. 418 of mph{Lecture Notes in Control and Information Sciences}, Springer, 2012, pp. 67-88. Tran Dinh Q., Savorgnan C. and Diehl M., "Real-Time Sequential Convex Programming for Optimal Control Applications", in Modeling, Simulation and Optimization of Complex Processes, (Bock H.G., and Hoang X.P., eds.), Springer-Verlag, 2009 (accepted), pp. 1-10. Luts J., Laudadio T., Idema A.J., Simonetti A.W., Heerschap A., Vandermeulen D., Suykens J.A.K., Van Huffel S., "Nosologic imaging of brain tumors using MRI and MRSI", in Chapter 16 Brain tumors (part 1), (Hayat M.A., ed.), vol. 3 of mph{Tumors of the central nervous system}, Springer, 2011, pp. 155-168. Goethals I., Pelckmans K., Falck T., Suykens J.A.K., De Moor B., "NARX Identification of Hammerstein Systems using Least-Squares Support Vector Machines", in Chapter 15 of Block-oriented Nonlinear System Identification, (Giri F., and Bai E.-W., eds.), vol. 404 of Lecture notes in control and information sciences, Springer, 2010, pp. 241-256. Willems J.C., "Linear systems in discrete time", in Model-Based Control: Bridging Rigorous Theory and Advanced Technology, (van den Hof P.M.J., Scherer C., and Heuberger P.S.C., eds.), Springer Verlag, 2009, pp. 3-12. Willems J.C., "Ports and terminals", in Perspectives in Mathematical System Theory, Control, and Signal Processing, (Willems J.C., Ohta Y., Hara S., and Fujioka H., eds.), vol. 398 of mph{Lecture Notes in Control and Information Science}, Springer Verlag, 2010, pp. 27-36. Comon P., De Lathauwer L., "Algebraic Identification of Underdetermined Mixtures", in Chapter 9 of Handbook of Blind Source Separation. Independent Component Analysis and Applications, (Comon P., and Jutten C., eds.), Academic Press (Oxford, United Kingdom), 2010, pp. 325-365. De Lathauwer L., "Algebraic Methods after Prewhitening", in Chapter 5 of Handbook of Blind Source Separation. Independent Component Analysis and Applications, (Comon P., and Jutten C., eds.), Academic Press (Oxford, United Kingdom), 2010, pp. 155-177. Sima D.M., Croitor Sava A., Van Huffel S., "Adaptive alternating minimization for fitting magnetic resonance spectroscopic imaging signals", in Chapter in Recent Advances in Optimization and its Applications in Engineering, (Diehl M., Glineur F., Jarlebring E., and Michiels W., eds.), Springer, 2010, pp. 511-520. Dreesen P., De Moor B., "Polynomial Optimization Problems are Eigenvalue Problems", in Chapter 4 of Model-Based Control -- Bridging Rigorous Theory and Advanced Technology, (Van den Hof P.M.J., Scherer C., and Heuberger P.S.C., eds.), Springer , 2009, pp. 49--68. Van Calster B., Gevaert O., Van Holsbeke C., De Moor B., Van Huffel S., Timmerman D., "Clinical decision support for ovarian tumor diagnosis using Bayesian models: Results from the IOTA study", in Chapter 8 of Computational Intelligence and Bioingineering, (Masulli F., Micheli A., and Sperduti A., eds.), vol. 196 of mph{Frontiers in Artificial Intelligence and Applications}, IOS Press (Amsterdam, the Netherlands), 2009, pp. 111-128. Sima D., Poullet J.B., Van Huffel S., "Computational aspects of exponential data fitting in Magnetic Resonance Spectroscopy", in Chapter 2 of Exponential Data Fitting and its Applications, (Pereyra V., and Scherer G., eds.), Bentham eBooks, Bentham Science Publishers Ltd. (Oak Park, IL ), 2010, pp. 27-51. Barjas Blanco T., Willems P., Chiang P-K., Cauwenbergh K., De Moor B. and Berlamont J., "Flood Regulation by means of Model Predictive Control", in Chapter Intelligent Infrastructures, (Negenborn R.R., Lukszo Z., and Hellendoorn J., eds.), Springer, 2009, pp. 1-30. Diehl M., Ferreau H.J., Haverbeke N., "Efficient Numerical Methods for Nonlinear MPC and Moving Horizon Estimation", in Chapter 32 of Nonlinear Model Predictive Control, (Magni L., Raimondo M.D., and Allgower F., eds.), vol. 384/2009 of \emmph{Lecture Notes in Control and Information Sciences}, Springer, 2009, pp. 391-417. De Lathauwer L., "Algorithmes avec Blanchiment Utilisant le Cumulant d'Ordre Elev½", in Chapter 5 of S½paration de Sources, (Comon P., and Jutten C., eds.), vol. 1 of mph{S½paration de Sources}, Hermes (Paris, France), 2007, pp. 169-196. Janssens F., Zhang L., Glanzel W., "Hybrid Clustering for Validation and Improvement of Subject-Classification Schemes", in Chapter 6 of Data Mining and Knowledge Discovery in Real Life Applications, (Ponce J., and Karahoca A., eds.), IN-TECH (Vienna, Austria), 2009, pp. 89-118. Lluch-Ariet M., Estanyol F., Mier M., Delgado C., Gonzalez-Velez H., Dalmas T., Robles M., Saez C., Vicente J., Van Huffel S., Luts J., Arus C., Candiota Silveira A.P., Julia-Sape M., Peet A., Gibb A., Sun Y., Celda B., Martinez-Bisbal M.C., Valsecchi G., Dupplaw D., Hu B., Lewis P., "On the implementation of HealthAgents: Agent-based brain tumour diagnosis", in Agent-Technology and e-Health, (Annicchiarico R., Cortes U., and Urdiales C., eds.), Whitestein Series in Software Agent Technologies, Birkhauser Verlag (Basel, Switzerland), 2007, pp. 5-24. Suykens J.A.K., "Kernel Methods", in Chapter in Comprehensive Chemometrics, volume 3, (Brown S., Tauler R., and Walczak R., eds.), Elsevier, 2009, pp. 437-451. Rossiter J. A., Pluymers B., De Moor B., "The Potential of Interpolation for Simplifying Predictive Control and Application to LPV Systems", in Assessment and Furture Directions of Nonlinear Model Predictive Control, vol. 358/2007 of mph{Lecture Notes in Control and Information Sciences}, Springer, 2007, pp. 63-76. Pochet N.L.M.M., Ojeda F., De Smet F., De Bie T., Suykens J.A.K., De Moor B.L.R., "Kernel clustering for knowledge discovery in clinical microarray data analysis", in Chapter 3 Kernel methods in bioengineering, communications and image processing, (Camps-Valls G., Rojo-Alvarez J.L., and Martinez-Ramon M., eds.), Idea Group Inc (Hershey, Pennsylvania), 2005, pp. 64-92. Devos A., Van Huffel S., Simonetti A.W., van der Graaf M., Heerschap A. and Buydens L.M.C., "Classification of brain tumours by pattern recognition of Magnetic Resonance Imaging and Spectroscopic data", in Chapter 11 Outcome Prediction in Cancer, (Taktak A., and Fisher A.C., eds.), Elsevier Publishing Company, 2007, pp. 285-318. De Bie T., Cristianini N., Rosipal R., "Eigenproblems in Pattern Recognition", in Handbook of Computational Geometry for Pattern Recognition, Computer Vision, Neurocomputing and Robotics, (Bayro-Corrochano E., ed.), Springer-Verlag, 2004, pp. . Pelckmans K., Goethals I., De Brabanter J., Suykens J.A.K., De Moor B., "Componentwise Least Squares Support Vector Machines", in Chapter Support Vector Machines: Theory and Applications, (Wang L., ed.), Springer, 2005, pp. 77-98. Lu C., Suykens J.A.K., Timmerman D., Vergote I., Van Huffel S., "Linear and Nonlinear Preoperative Classification of Ovarian Tumors", in Chapter 11 of Knowledge Based Intelligent System for Health Care, (Ichimura T. and Yoshida K. , ed.), vol. 7 of International Series on Advanced Intelligence, Advanced Knowledge International (Magill, Australia), 2004, pp. 343-382. De Cock K., De Moor B., "Subspace identification", in Contribution to section 5.5, "Control systems robotics and automation" of EOLSS, UNESCO Encyclopedia of Life Support Systems, (Unbehauen H.D.), vol. 1 of 3, Eolss Publishers Co., Ltd. (Oxford, UK http://www.eolss.net), 2003, pp. 933-979. Suykens J.A.K., Van Gestel T., De Brabanter J., De Moor B., Vandewalle J., "Support Vector Machines : Least Squares Approaches and Extensions", in Chapter 8 of Advances in Learning Theory : Methods, Models and Applications, (Suykens J.A.K., Horvath G., Basu S., Micchelli C. and Vandewalle J., eds.), IOS Press (NATO-ASI Series in Computer and Systems Sciences) (Amsterdam, The Netherlands), 2003, pp. 155-178. Suykens J.A.K.,Yalcin M., Vandewalle J., "Chaotic systems synchronization", in Chaos and Bifurcation Control : Theory and Applications, (Chen G., Yu X. and Hill D., eds), vol. 292 of Lecture notes in control and information sciences, Springer-Verlag, 2003, pp. 117-135. Doclo S., Moonen M., "GSVD-based optimal filtering for multi-microphone speech enhancement", in Chapter 6 of Microphone arrays : signal processing techniques and applications, (Brandstein M.S., and Ward D.B., eds.), Springer-Verlag, 2001, pp. 111-132. Suykens J.A.K., Yalcin M.E., Vandewalle J., "A Generic Class of Chaotic and Hyperchaotic Circuits with Synchronization Methods", in Chapter 8 of Chaos and Bifurcations in Circuits and Systems, (Chen G., and Ueta T., eds.), vol. 11 of World Scientific Series on Nonlinear Science, Series B, World Scientific (Singapore, New Jersey), 2002, pp. 151-170. Vanhamme L., Van Huffel S., Van Hecke P., "Time-domain spectroscopic quantitation", in Chapter 1 Signal Processing for Medical Magnetic Resonance Imaging and Spectroscopy, (Hong Y., ed.), Dekker M. (New York, USA), 2002, pp. 475-507. Mastronardi N., Lemmerling P., Van Huffel S., "The structured total least squares problem", in Structured Matrices in Mathematics, Computer Science and Engineering I : Part I, (Olshevsky V., ed.), vol. 280 of Contemporary Mathematics Book Series, American Mathematical Society (New York, USA), 2001, pp. 157-175. Espinosa J., Vandewalle J., "Linguistic Integrity : A framework for fuzzy modeling - AFRELI algorithm", in Chapter 2 A new paradigm of knowledge engineering by soft computing, (Ding L. ed.), vol. 5 of Soft Computing Series, World Scientific (London, U.K.), 2001, pp. 15-41. Suykens J.A.K., Yang T., Vandewalle J., Chua L.O., "Impulsive Control and Synchronization of Chaos", in Chapter 13 of Controlling Chaos and Bifurcations in Engineering Systems, (Chen G., ed.), CRC Press (Boca Raton, USA), 1999, pp. 275-298. Olsder G.J., De Schutter B., "The minimal realization problem in the max-plus algebra", in Chapter 32 of Open problems in mathematical systems and control theory, (Blondel V.D., Sontag E.D., Vidyasagar M., Willems J.C., eds.), Springer-Verlag, 1999, pp. 157-162. Suykens J.A.K., Vandewalle J., "The K.U.Leuven time-series prediction competition", in Chapter 9 of Nonlinear Modeling: advanced black-box techniques, (Suykens J.A.K., and Vandewalle J., eds.), Kluwer Academic Publishers, 1998, pp. 241-253. Espinosa J., Vandewalle J., "Predictive Control Using Fuzzy Models", in 5th contribution on Part 3 Advances in Soft Computing - Engineering Design and Manufacturing, (R. Roy, and T. Furuhashi and P.K. Chawdhry, eds.), Springer Verlag, 1998, pp. 187-200. De Moor B., "Convergence of an algorithm for the Riemannian SVD", in Open problems in Mathematical System and Control Theory, (Blondel V.C., Sontag E.D., Vidyasagar M., Willems J.C., eds.), of Communications and Control Engineering Series, Springer-Verlag, 1999, pp. 95-99. Vandewalle J., "Fascinerende toepassingen, mogelijkheden en beperkingen van artificiele neurale netwerken", in Nieuwe inzichten voor een samenleving in verandering XXI. Lessen voor de eenentwintigste eeuw, (Raymaekers B., and van de Putte A, eds.), Universitaire Pers Leuven, Davidsfonds Leuven (Leuven, Belgium), 1997, pp. 205-218. Moreau Y., Vandewalle J., "System modeling using composition networks", in Chapter 7 of Computer-Intensive Methods in Control and Signal Processing, (Warwick K., and Karny M., eds.), Birkhauser (Boston, MA), 1997, pp. 119-140. Tan S., Suykens J.A.K., Yu Y., Vandewalle J., "Nonlinear System Modeling", in Chapter of Control and Dynamic Systems, (Leondes C.T., ed.), vol. 7 of Neural Network Systems Techniques and Applications, Academic Press (London, United Kingdom), 1998, pp. 383-433. De Moor B., "Structured total least squares for Hankel matrices", in 13 Communications, Computation, Control and Signal Processing, (Paulray A., Roychowdhury V., and Schaper C.D., eds.), A tribute to Thomas Kailath, Kluwer Academic Publishers, 1997, pp. 243-258. Vandenberghe L., Boyd S., "Positive-Definite Programming", in Mathematical Programming, State of the Art, (J.R. Birge and K.G. Murty, Eds.), University of Michigan, 1994, pp. 276-308. Van Huffel S., "Numeriek betrouwbare algoritmen voor signaalverwerking en medische diagnostiek", in Arenbergperiodiek, K.U.Leuven, 1994, pp. 87-91. Schelfhout G., Van Overschee P., De Moor B., "Frequency weighted H2 model reduction", in Nonlinear Numerical Methods and Rational Approximation II, (A. Cuyt, ed.), Kluwer Academic Publishers, 1994, pp. 187-199. Van Impe J., Bastin G., De Moor B., Van Breusegem V., Vandewalle J., "Optimal adaptive control of fed-batch fermentation processes with growth/production decoupling", in Modeling and control of biotechnical processes 1992, (Karim M.N., and Stephanopoulos G., eds.), Pergamon Press, Oxford, 1992, pp. 351-354. Top  Ph.D.-thesis Croitor Sava A.R., SIGNAL PROCESSING AND CLASSIFICATION FOR MAGNETIC RESONANCE SPECTROSCOPIC DATA WITH CLINICAL APPLICATIONS, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Nov. 2011, 192 p. Signoretto M., Kernels and Tensors for Structured Data Modelling, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Dec. 2011, 219 p. Vanderperren K., Improving data-driven EEG-fMRI analyses for the study of cognitive functioning, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Dec. 2011, 208 p. Cornelis B., Design and evaluation of noise reduction techniques for binaural hearing aids, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Dec. 2011, 243 p. Liu X., Learning from multi-view data: clustering algorithm and text mining appliaction, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Sep. 2011, 177 p. Houska B., Robust Optimization of Dynamic Systems, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Aug. 2011, 304 p. Ojeda F., Kernel based Methods for Microarray and Mass Spectrometry Data Analysis, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2011, 150 p. Bertrand A., Signal Processing Algorithms for Wireless Acoustic Sensor Networks, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2011, 411 p. De Brabanter K., Least Squares Support Vector Regression with Applications to Large-Scale Data: a Statistical Approach, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Apr. 2011, 246 p. Taelman J., Analysis of electrophysiological measurements during stress monitoring, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jan. 2011, 200 p. Vandeput S., Heart rate variability: linear and nonlinear analysis with applications in human physiology, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Oct. 2010, 250 p. Daemen A., Design of Clinical Decision Support Systems for Cancer based upon Clinical and Molecular Data, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2010, 236 p. Tandur D., Digital compensation of front-end non-idealities in broadband communication systems, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Mar. 2010, 220 p. Luts J., Classification of brain tumors based on magnetic resonance spectroscopy, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jan. 2010, 256 p. Ishteva M., Numerical methods for the best low multilinear rank approximation of higher-order tensors, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Dec. 2009, 141 p. Yu S., Kernel-based data fusion for machine learning: methods and applications in bioinformatics and text mining, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Nov. 2009, 220 p. Agudelo M., The application of proper orthogonal decomposition to the control of tubular reactors, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Nov. 2009, 190 p. Tsiaflakis P., Resource Management and Optimization in Multi-user DSL Systems, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Dec. 2009, 329 p. Alzate C., Support Vector Methods for Unsupervised Learning, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2009, 175 p. van Waterschoot T., Design and evaluation of digital signal processing algorithms for acoustic feedback and echo cancellation, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Mar. 2009, 445 p. Vanluyten B., Realization, identification and filtering for hidden Markov models using matrix factorization techniques, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2008, 238 p. Van Herpe T., Blood Glucose Control in Critically Ill Patients: Design of Assessment Procedures and a Control System, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Apr. 2008, 266 p. Van Calster B., Predictive diagnostic models for gynecologic applications with focus on multi-class classification, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Mar. 2008, 238 p. Gillijns S., Kalman filtering techniques for system inversion and data assimilation, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Dec. 2007, 220 p. Hostens E., Quantum entanglement distillation in the stabilizer formalism, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Oct. 2007, 168 p. Xavier de Souza S., Optimisation and Robustness of Cellular Neural Networks, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jun. 2007, 229 p. Janssens F., Clustering of scientific fields by integrating text mining and bibliometrics, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2007, 261 p. Maerivoet S., Modelling Traffic on Motorways: State-of-the-Art, Numerical Data Analysis, and Dynamic Traffic Assignment, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jun. 2006, 458 p. Espinoza M., Structured Kernel Based Modeling and its Application to Electric Load Forecasting, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jun. 2006, 210 p. Pochet N., Microarray data analysis using support vector machines and kernel methods, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2006, 238 p. Pluymers B., Robust Model Based Predictive Control - An Invariant Set Approach -, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2006, 232+xlvi p. Sima D., Regularization Techniques in Model Fitting and Parameter Estimation, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Apr. 2006, 179+xvi p. Schuermans M., Weighted Low Rank Approximation: Algorithms and Applications, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Apr. 2006, 169 p. Papy J.M., Subspace-based exponential data fitting using linear and multilinear algebra, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Oct. 2005, 165 p. Van den Nest M., Local equivalence of stabilizer states and codes, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2005, 182 p. Pelckmans K., Primal-Dual Kernel Machines, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2005, 280 p. Goethals I., Subspace identification for linear, Hammerstein and Hammerstein-Wiener systems, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jul. 2005, 231 p. Devos A., Quantification and classification of Magnetic Resonance Spectroscopy data and applications to brain tumour recognition, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2005, 217 p. Hoegaerts L., Eigenspace Methods and Subset Selection in Kernel based Learning, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jun. 2005, 250 p. Pels P., Analysis and Improvement of Quantification Algorithms for Magnetic Resonance Spectroscopy, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jan. 2005, 140 p. Lu C., Probabilistic machine learning approaches to medical classification problems, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jan. 2005, 183 p. Markovsky I., Exact and approximate modeling in the behavioral setting, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Feb. 2005, 207 p. Yalcin M., Cellular Neural Networks, multi-scroll chaos and synchronization : theory, applications and implementations, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jun. 2004, 224 p. Glenisson P., Integrating scientific literature with large scale gene expression analysis, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jun. 2004, 252 p. De Brabanter J., LS-SVM regression modelling and its applications, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jun. 2004, 243 p. Hamers B., Kernel Models for Large Scale Applications, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jun. 2004, 218 p. Lukas L., Least Squares Support Vector Machines Classification Applied to Brain Tumour Recognition using Magnetic Resonance Spectroscopy, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Dec. 2003, 148 p. Bellemans T., Traffic control on motorways, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2003, 241 p. Nackaerts A., Sound synthesis by simulation of physical models of musical instruments, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2003, 278 p. De Cock K., Principal Angles in System Theory, Information Theory and Signal Processing, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 2002, 337 p. Van Gestel T., From linear to Kernel Based Methods in Classification, Modelling and Prediction, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May, 2002, 286 p. Espinosa J., Fuzzy modeling and control, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Apr. 2001, 261 p. Vanhamme L., Advanced time-domain methods for nuclear magnetic resonance spectroscopy data analysis, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), K.U.Leuven, Nov. 1999, 210 p. Vandaele P., Space-time processing algorithms for smart antennas in wireless communication networks, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), K.U.Leuven, ACCO, Nov. 1999, 230 p. Lemmerling Ph., Structured total least squares : analysis, algorithms and applications, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 1999, 189 p. Moreau Y., Dynamical Neural Networks and Composition Networks for System Modeling, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 1998, 247 p. De Lathauwer L., Signal Processing based on Multilinear Algebra, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Sep. 1997, 256 p. De Schutter B., Max-Algebraic System Theory for Discrete Event Systems, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Feb. 1996, 331 p. Schelfhout G., Model Reduction for Control Design, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jan. 1996, 256 p. Van Overschee P., Subspace Identification: Theory, Implementation, Application, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Feb. 1995, 264 p. Dehaene J., Continuous-Time Matrix Algorithms Systolic Algorithms and Adaptive Neural Networks, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Oct. 1995, 233 p. Yi C., Robustness Analysis and Controller Design for Systems with Structured Uncertainties, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 1995, 221 p. Suykens J.A.K., Artificial Neural Networks for Modeling and Control of Nonlinear Systems, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 1995, 249 p. Thierens D., Analysis and Design of Genetic Algorithms, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), May 1995, 216 p. Vanpoucke F., Algorithms and Architectures for Adaptive Array Signal Processing, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Feb. 1995, 204 p. Hao J. H., Design of Neural Networks with Applications to Associative Memories, Identification and Control, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Sep. 1994, 197 p. Van Impe J., Modeling and Optimal Adaptive Control of Biotechnological Processes, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), Jan. 1993, 304 p. Van Huffel S., Analysis of the Total Least Squares Problem and its Use in Parameter Estimation, PhD thesis, Faculty of Engineering, K.U.Leuven (Leuven, Belgium), 1987. Top  To be published Zanon M., Gros S., Diehl M., "Rotational Start-up of Tethered Airplanes Based on Nonlinear MPC and MHE", Internal Report 13-66, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Proceedings of the European Control Conference, 2013. Frasch J. V., Gray A. J., Zanon M., Ferreau H. J., Sager S., Borrelli F., Diehl M., "An Auto-generated Nonlinear MPC Algorithm for Real-Time Obstacle Avoidance of Ground Vehicles", Internal Report 13-65, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Proceedings of the European Control Conference, 2013. Zanon M., Frasch J. V., Diehl M., "Nonlinear Moving Horizon Estimation for Combined State and Friction Coefficient Estimation in Autonomous Driving", Internal Report 13-64, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Proceedings of the European Control Conference, 2013. Peluffo D., Garcia S., Langone R., Suykens J.A.K., Castellanos G., "Kernel Spectral Clustering for dynamic data using Multiple Kernel Learning", Internal Report 13-37, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Accepted for publication in IJCNN 2013. Mall R., Langone R., Suykens J.A.K., "Kernel Spectral Clustering for Big Data Networks", Internal Report 13-34, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Accepted for publication in Entropy, special issue: Big Data. Mehrkanoon S., Suykens J.A.K., "Non-parallel semi-supervised classification based on kernel spectral clustering", Internal Report 13-33, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Accepted for publication in IJCNN 2013. Langone R., Mall R., Suykens J.A.K., "Soft Kernel Spectral Clustering", Internal Report 13-32, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Accepted for publication in IJCNN 2013. Quirynen R., Gros S., Diehl M., "Fast auto generated ACADO integrators and application to MHE with multi-rate measurements", Internal Report 13-27, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Proceedings of the European Control Conference in Zurich, Switzerland on July 2013. Wolkerstorfer M., Tsiaflakis P., Moonen M., Statovci D., "Joint power-loading and cyclic-prefix length optimization for OFDM-based power line communication", Internal Report 13-25, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Accepted for publication in IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 1-5. Varon C., Testelmans D., Buyse B., Suykens J.A.K., Van Huffel S., "Sleep apnea classification using least-squares support vector machines on single lead ECG", Internal Report 13-07, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2013. Accepted for publication in The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13). Signoretto M., Suykens J. A. K., "DynOpt: Incorporating Dynamics into Mean-Variance Portfolio Optimization", Internal Report 12-217, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in IEEE Symposium Series on Computational Intelligence 2013. Ferreau H.J., Kraus T., Vukov M., Saeys W., Diehl M., "High-Speed Moving Horizon Estimation based on Automatic Code Generation", Internal Report 12-184, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Proceedings of the 51st IEEE Conference on Decision and Control (CDC 2012), Hawaii, United States. Tran Dinh Q., Michiels W., Gros S., Diehl M., "An inner convex approximation algorithm for BMI optimization and applications in control", Internal Report 12-183, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Proc. of the 51st IEEE Conference on Decision and Control, pp. 1--6. Tran Dinh Q., Necoara I., Savorgnan C., Diehl M., "An inexact perturbed path-following method for Lagrangian decomposition in large-scale separable convex optimization", Internal Report 12-181, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. SIAM Journal on Optimization, pp. 1--31. Andersson J., Akesson J., Diehl M., "Dynamic optimization with CasADi", Internal Report 12-180, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in 51st IEEE Conference on Decision and Control. Dai L., Wang J., Wang Z., Tsiaflakis P., Moonen M., "Time Domain Synchronous OFDM Based on Simultaneous Multi-Channel Reconstruction", Internal Report 12-166, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in IEEE International Conference on Communications, pp. 1-6. Tsiaflakis P., Moonen M., "A Flexible and Real-Time Constrained Controller for Sparse Linear Zero-Forcing Based DSL Vectoring", Internal Report 12-158, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in IEEE International Conference on Communications, pp. 1-6. Huang X., Mehrkanoon S., Suykens J.A.K.., "Support Vector Machines with Piecewise Linear Feature Mapping", Internal Report 12-145, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Neurocomputing. Sternberg J., Goit J., Gros S., Meyers J., Diehl M., "Robust and Stable Periodic Flight of Power Generating Kite Systems in Turbulent Wind Flow Field", Internal Report 12-125, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Proccedings for the 15th IFAC Workshop on Control Applications of Optimization. van Waterschoot T., Moonen M., "Distributed estimation and equalization of room acoustics in a wireless acoustic sensor network", Internal Report 12-117, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Proc. 20th European Signal Process. Conf. (EUSIPCO '12). Llorente R., Morant M., Duplicy J., Uguen B., Romme J., Hauden J., Cartaxo A., Puche J., Krause A., van Waterschoot T., Lostanlen Y., Ba˜nales R., "Real-time ultra-wideband spectrum management in critical civil infrastructures: UCELLS project", Internal Report 12-116, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Proc. Future Network & Mobile Summit 2012. Huang X., Matijas M., Suykens J.A.K., "Hinging Hyperplanes for Time-Series Segmentation", Internal Report 12-114, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in IEEE Transactions on Neural Networks and Learning Systems. Breckpot M., Agudelo M., De Moor B., "Flood control with Model Predictive Control for river systems with water reservoirs", Internal Report 12-111, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Journal of Irrigation and Drainage Engineering. Diehl M., Houska B., Stein O., Steuermann P., "A lifting method for generalized semi-infinite programs based on lower level Wolfe duality", Internal Report 12-92, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Computational Optimization and Applications. Zanon M., Gros S., Andersson J., Diehl M., "Airborne Wind Energy Based on Dual Airfoils", Internal Report 12-83, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. IEEE Transactions on Control Systems Technology. Special Issue: To Tame the Wind: Advanced Control Applications in Wind Energy. 2013. Liu X, Ji S., Glanzel W., De Moor B., "Multi-View Partitioning via Tensor Methods", Internal Report 12-79, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in IEEE Transactions on Knowledge and Data Engineering. Sternberg J., Houska B., Diehl M., "A Structure Exploiting Algorithm for Approximate Robust Optimal Control with Application to Power Generating Kites", Internal Report 12-59, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in American Control Conference, ACC 2012. Bertrand A., Moonen M., "Distributed LCMV beamforming in a wireless sensor network with single-channel per-node signal transmission", Internal Report 12-39, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in IEEE Transactions on Signal Processing. Vukov M., Van Loock W., Houska B., Ferreau H.J., Swevers J., Diehl M., "Experimental Validation of Nonlinear MPC on an Overhead Crane using Automatic Code Generation", Internal Report 12-34, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Proceedings of the 2012 Americal Control Conference, Montreal, Canada. Houska B., Diehl M., "A quadratically convergent inexact SQP method for optimal control of differential algebraic equations", Internal Report 12-33, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Optimal Control Applications and Methods. Matijas M., Suykens J.A.K., Krajcar S., "Load Forecasting using a Multivariate Meta-Learning System", Internal Report 12-25, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2012. Accepted for publication in Expert Systems With Applications. van Waterschoot T., Diehl M., Moonen M., Leus G., "Identification of black-box wave propagation models using large-scale convex optimization", Internal Report 11-209, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2011. Accepted for publication in Proc. 16th IFAC Symp. System Identification (SYSID '12). Marconato A., Sjoberg J., Suykens J.A.K., Schoukens J., "Separate Initialization of Dynamics and Nonlinearities in Nonlinear State-Space Models", Internal Report 11-203, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2011. Accepted for publication in 2012 IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2012), Graz, Austria. Vanderperren K., Mijovic B., Novitskiy N., Vanrumste B., Stiers P., Van den Bergh B.R.H., Lagae L., Sunaert S., Wagemans J., Van Huffel S., De Vos M., "Single trial ERP reading based on Parallel Factor Analysis", Internal Report 11-185, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2011. Accepted for publication in Psychophysiology. De Brabanter K., Suykens J.A.K., De Moor B., "Nonparametric Regression via StatLSSVM", Internal Report 11-134, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2011. Accepted for publication in Journal of Statistical Software. Signoretto M., Tran Dinh Q., De Lathauwer L., Suykens J.A.K., "Learning with Tensors: a Framework Based on Convex Optimization and Spectral Regularization", Internal Report 11-129, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2011. Accepted for publication in Machine Learning. Bonilla J., Logist F., Degreve J., De Moor B., Van Impe J., "A reduced order rate based model for distillation in packed columns: dynamic simulation and the differentiation index problem.", Internal Report 11-92, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2011. Accepted for publication in chemical Engineering Science. Houska B., Diehl M., "Robust Design of Linear Control Laws for Constrained Nonlinear Dynamic Systems", Internal Report 11-74, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2011. Accepted for publication in 18th IFAC World Congress, Milano, Italy. Toth R., van den Hof P.M.J., Heuberger P.S.C., Willems J.C., "The behavioral appraoch to linear parameter-varying systems", Internal Report 10-27, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2010. Accepted for publication in IEEE Transactions on Automatic Control. Barbe A., "From cellular automata to a random artificial chemistry producing symmetric patterns", Internal Report 08-68, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2008. Accepted for publication in Automata 2008: Cellular AutomataTheory and Applications, Adamatzky et al. eds (Luniver Press, 2008). Gunel S., Savaci F. A., "Determination of the Stationary State Densities of the Stochastic Nonlinear Dynamical Systems", Internal Report 06-75, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2006. Accepted for publication in the International Journal of Engineering Science. Agudelo M., Espinosa J., Vandewalle J., "Control of a Helicopter Laboratory Process using Fuzzy Techniques", Internal Report 06-74, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2006. Accepted for publication in Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology. Gillijns S., De Moor B., "Square-Root Information Filtering for Systems with Unknown Disturbances", Internal Report 06-52, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2006. Accepted for publication in IEEE Transactions on Automatic Control. Barrero O., Bernstein D. S., and De Moor B., "Data Assimilation for 2D Magneto-Hydrodynamics Systems", Internal Report 04-74a, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 2004. Accepted for publication in Eleventh International Congress on Computational and Applied Mathematics, ICCAM 2004. Moreau Y., Vandewalle J., "When do dynamical neural networks with and without hidden layer have identical behavior ?", Internal Report 97-51, ESAT-SISTA, K.U.Leuven (Leuven, Belgium), 1997. Accepted for publication in Neurocomputing. Top 1572 records found.