Master Theses
Examples of past Master Thesis topics pertaining to Big Data.
- Analyze 3D movement data (with Faber)
- Analyze badminton camera data (with FMTC)
- Analyze black box collected driving data
- Analyze click data (with Mediahuis)
- Analyze dns data (with DNS.be)
- Analyze energy data (3x with Sirris and 3E)
- Analyze flight data (5x with Boeing and JetairFly)
- Analyze healthcare data (with Agfa Healthcare, with UZ Leuven, ...)
- Analyze maintenance data (with CERN)
- Analyzing online buying behaviour: from e-analytics to e-marketing (Jan Vanthienen)
- Clustering job seekers for improved prediction of unemployment duration (Wilfried Lemahieu)
- Comparison of cross-platform sales processes (Seppe vanden Broucke)
- Dealing with continuous variables and geographical information in non-life insurance ratemaking. Practical solutions applied to a car insurance data set
- Decision Tree Induction with User-Defined Classification Metrics (Seppe vanden Broucke)
- Discovering parking behavior for municipality residents (Guido Dedene)
- Feasibility of blockchain application as medium for collaborative systems or databases (Jochen De Weerdt)
- Fraud Dynamics: How fraud evolves over time in the network (Bart Baesens)
- Prediction of demographic information in social networks (Bart Baesens)
- Qualitative analysis of data-driven newspaper creation processes (Monique Snoeck)
- Regression trees and ensembles of trees in P&C pricing.
- Return on investment techniques for information quality investments (Guide Dedene)
- Sales forecasting for a non-profit tutoring organization (Jan Vanthienen)
- Sentiment analysis of social media feeds for brand popularity (Wilfried Lemahieu)
- Simulating data-center congestion control solutions (Ferdinand Put)
- Simulating traffic in Arena: the Bristol short track case (Ferdinand Put)
- Teacher acceptance of E-learning technology: the use of Toledo and e-learning modules by teachers (Monique Snoeck)
- Text mining for automated classification of scientific articles (Jochen De Weerdt)