Machine Learning

Researchers : 

• Thibault Helleputte
• Roman Zakharov
• Dr. Daniel Hernández-Lobato
• Dr. Mohamed Nizar Touleimat
• Juan Pablo Nariño

Framework : Machine Learning Group (MLG), UCL

Collaborations :

• F. Denis (Laboratoire d'informatique fondamentale, Université de Provence, Marseille, France),
• M. Sebban (Université de Saint-Etienne, France),
• E. Vidal (Universidad Politécnica de Valencia).

Funds : FRIA, FSR, Walloon Region, GSK Biologicals, European Commission

Publications : here

Description :

The current research interests include:

• Machine learning with applications to pattern recognition and computational biology
• Feature selection and dimensionality reduction
• Microarray data analysis, Biomarker identification
• Statistical modeling of sequential processes (language, speech, proteins, business processes, network logs, ...)
• Graph mining and network analysis
• Hidden Markov Models induction and estimation
• Formal grammar and automata Induction