Data Mining, Sequence Mining, Constraint Programming,
Inductive Programming, Databases, Satellite Image Time Serie Analysis, Evolutionary Algorithms
Recent / current main projects and collaborations¶
2015/2020 - Spatiotemporal mining of displacement fields and satellite image time series. In collaboration with Tuan Nguyen (PhD Student 2015/2018), Nicolas Meger (LISTIC), Emmanuel Trouve, Catherine Pothier, Remi Andreoli (Bluecham). Funding of Tuan Nguyen was provided by a grant from la region Auvergne-Rhone-Alpes (ARC6 project).
2013/2020 - Evolution of Evolution. Evolutionary subspace clustering. Within EvoEvo european project (610427 FP7-ICT-2013-10) during period 2013/2017. In collaboration with Sergio Peignier (PhD student), Guillaume Beslon, Jonas Abernot, Anthony Rossi and Leo Lefebvre.
2009/2010 - Spatiotemporal mining of satellite image time series. In collaboration with Andreea Julea and Nicolas Meger (LISTIC)
- EFIDIR project (ANR-2007-MCDC0-04).
2002/2003 - Mining financial data. In collaboration with Marion Leleu (PhD student), Caisse des Depots et Consignations Paris, and Jean-Francois Boulicaut.
2000/2003 - Data mining for process monitoring. In collaboration with Thomas Daurel (PhD student), Schlumberger Clamart.