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.
13 November 2017 » Cours d'introduction à la fouille de graphes
3 November 2017 » Big Data Course
4 October 2016 » Cours de visualisation
before 4 October 2016 » 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, but I tend to specialize now on data coming from the humanities (History mainly).
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. I've given mostly very specialized lectures to doctoral students. My only "mainstream" courses in English are relatively on large scale machine learning (a.k.a. Big Data) and on data science.
You'll find here detailed contact information.