I am a Senior Researcher (directeur de recherche de classe exceptionelle) at IRD (Research Institute for Development). Since 2014, I am the director of the International Laboratory UMI UMMISCO (International Laboratory on Mathematical and Computer Modeling of Complex Systems Complex Systems) funded by both IRD and Sorbonne University. UMMISCO has also five supervisory bodies: University Cadi Ayyad (UCA) at Marrakech (Marocco), University Cheikh Anta Diop (UCAD) at Dakar (Senegal), University Gaston Berger at Saint- Louis (Senegal), University Yaounde I at Yaounde (Cameroun) and University of Science and Technology in Hanoi (Vietnam)
After graduating as an Engineer (SUP'AERO) I got my Ph.D. in 1996 in Machine Learning from Paris 6 University where I became an associate professor in 1996 focusing on representation changes and abstraction in predictive analysis. From 1998 to 2001 I lead a CNRS team called Granulab at the LIP6. In 2001 I became Full Professor of Computer Science at Paris 13 University where I co-directed the LIM&BIO (Medical Informatics anf Bioinformatics Laboratory now called LIMICS) and lead until 2003 a CNRS multi-laboratory team called IAPuces (Artificial Intelligence approaches for personalized medicine relying on Omics and Clinical data). For 2014 to 2018 I lead a group on Machine Learning in Metagenomics in the Nutriomics Laboratory lead by Karine Clément. Since 2015 I lead a Data Integration and Data Analysis group called Integromics at the IHU ICAN (Institute of Cardiometabolism And Nutrition) of Sorbonne University. From 2011 to 2015 I was posted at the University of Science and Technology of Hanoi in Vietnam. Since September 2015 I am posted in France.
My research focus is in Artificial Intelligence, on Machine Learning (predictive analysis) and Change of Scales (abstraction) for modeling, simulating and predicting Complex Systems. I rely on Multi-agent Simulations and Machine Learning algorithms to address problems where multi-scale and data integration are key issues. My fields of application include Metagenomics, Nutrigenomics, Epidemiology, Decision-support Research for Environmental Applications and Models.
Since 2010, I am coordinating an international PhD Program for Modeliing Complex Systems supported by both the university Pierre et Marie Curie (UPMC) and IRD : the PDI MSC. This program supports Students from the South and the North to do their PhDs in the field of modeling Complex Systems.
Some of my publication are also on ResearcherID
I co-authored in 2013 with Prof. Lorenza Saitta the first book on Abstraction in Artificial Intelligence and Complex Systems. I co-authored in 2008 with Alexis Drogoul and Jean-Pierre Treuil a book on Multi-Agent Based Modeling .
My surface mail address is:
UMI 209 UMMISCO
Institut de Recherche pour le Développement
32 avenue Henri Varagnat 93143
Tel : +33 (0) 1 48 02 56 69
Fax : +33 (0) 1 48 47 30 88
email : firstname.lastname_HAT_ird.fr
email : firstname.lastname_HAT_upmc.fr