Knowledge Mining - Knowledge mining with neural networks and support vector machines for the development of customer scoring models
From 01-10-2003 to 30-09-2007
Description
Recent developments of powerful classification techniques, combined with the availability of large client-credit databases, create new possibilities for customer-scoring problems, e.g. in the financial or marketing domains. We want to use neural networks and support vector machines for both domains in an economical relevant framework. Topics to be studied are efficient modelling of misclassification costs, measurement and comparison of model behaviour and development of facilities for input selection. The main goal is the development of user-friendly and powerful decision systems to improve the efficiency of the economic process.Team
- Johan Suykens, Coordinator
Financing
Funding: KU Leuven - Internal Funding KU Leuven
Program/Grant Type: BOF-Research - BOF Research Programmes
Events
2/09/2024:
PhD defense - Martijn Oldenhof
Machine Learning for Advanced Chemical Analysis and Structure Recognition in Drug Discovery
3/09/2024:
Meet the Jury Igor Tetko on Advanced Machine Learning in Drug Discovery
12/09/2024:
Multimodal analysis of cell-free DNA for sensitive cancer detection in low-coverage and low-sample settings
Seminar by Antoine Passemiers
News
STADIUS Alumni Herman Verrelst – new CEO of Biocartis
08 June 2017
Herman Verrelst, the founder of KU Leuven spin-off Cartagenia, who has been working in Silicon Valley, US for the last few years will be returning to Belgium to follow the steps of Rudi Pauwels as CEO of the Belgian diagnostic company, Biocartis.
Supporting healthcare policymaking via machine learning – batteries included!
29 May 2017
STADIUS takes the lead in the data analytics efforts in an ambitious European Project MIDAS.
Marc Claesen gives an interview about his PhD for the magazine of the Faculty of Engineering Sciences "Geniaal"
10 February 2017
Did you know that in Belgium approximately one third of type 2 diabetes patients are unaware of their condition?
Joos Vandewalle is nieuwe voorzitter KVAB
09 October 2016
Op 5 oktober 2016 heeft de Algemene Vergadering van de Academie KVAB Joos Vandewalle verkozen tot voorzitter van de KVAB.
