Full Professor at the Université catholique de Louvain, Louvain School of Engineering, Belgium.

Co-founder of the UCL Machine Learning Group.

Steering and Scientific Committees Member of the Computational Intelligence and Learning Doctoral School -- FNRS.

Member of the ICTEAM Research Institute, Computing Science Engineering Department.

1997-2001: Associate Professor at Université Jean Monnet, Saint-Etienne, France.

1996-1997: Post-Doctoral Researcher at Carnegie Mellon University, Pittsburgh, USA.

1992-1996: Research staff member at the Centre National d'Etudes en Télécommunications, Lannion, France.

1988-1991: Research staff member at the Philips Research Laboratory Belgium.

You'll find here a more detailed biography.

My 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

STAMINA: a finite state machine learning competition

I am working with (post-)graduate students and researchers on several projects.

You'll find here my publications with on-line papers, and some research talks.

I've been member of the following scientific committees.

You'll find here more details on my teaching activities.

Pierre Dupont

Last modified: Tue Feb 7 17:34:20 CET 2012