The English part of this website is mostly dedicated to my research activities and to various more personal subjects than might be of some interest to others. As I teach almost exclusively in French, teaching related materials are available from the French version of this website.
17 October 2013 » Apprentissage statistique
29 September 2013 » Variables (POO)
20 March 2013 » Classification et modèles de mélange
before 20 March 2013 » Archives
1 November 2013 » Welcome to Rawyia Zreik
2 October 2013 » PhD Position: Graph data analysis and social sciences
30 September 2013 » Mohamed Khalil El Mahrsi's PhD Defense
before 30 September 2013 » Archives
I'm interested in exploratory data analysis (including visualization), data mining and machine learning. I focus most of my research activities on non standard (non vector) data, ranging from functional data to graphs, as well as on generic dissimilarity based techniques, using kernel machines (such as support vector machines), artificial neural networks, and, more recently, generative models. On an application point of view, I've worked on spectrometric data and on web usage data. I tend to specialize now on historical data.
As pointed out above, most of my teaching activity in computer science and mathematics is done in French with lecture notes written in French. The English ones are available through this page. The corresponding lectures were given to doctoral students.
You'll find here detailed contact information.