Projects

Research keywords

Data Mining, Sequence Mining, Constraint Programming, Inductive Programming, Databases

Recent / current main projects and collaborations

• 2015/2018 - Spatiotemporal mining of displacement fields and satellite image time series. In collaboration with Tuan Nguyen (PhD Student), Nicolas Meger (LISTIC), Emmanuel Trouve, Catherine Pothier, Remi Andreoli (Bluecham). Funding of Tuan Nguyen is provided by a grant from la region Auvergne-Rhone-Alpes (ARC6 project).
• 2013/2017 - Evolution of Evolution. EvoEvo european project (610427 FP7-ICT-2013-10). In collaboration with Sergio Peignier (PhD student), Guillaume Beslon, Jonas Abernot, Anthony Rossi and Leo Lefebvre.
• 2011/2014 - Spatiotemporal data mining: Application to soil erosion monitoring. FOSTER project (ANR-2010-COSI-012).
• 2010/2012 - Finding homogeneous sets of interaction modules. REHMI project, funded by IXXI (Rhône-Alpes Complex Systems Institute). In collaboration with Pierre-Nicolas Mougel (PhD student), Olivier Gandrillon (Centre de Genetique Moleculaire et Cellulaire) and Pablo Jensen (ENS de Lyon).
• 2009/2010 - Spatiotemporal mining of satellite image time series. In collaboration with Andreea Julea and Nicolas Meger (LISTIC) - EFIDIR project (ANR-2007-MCDC0-04).
• 2008/2010 - Knowledge discovery for and by inductive queries in post-genomic applications Bingo2 project (ANR-07-MDCO-014). In collaboration with Pierre-Nicolas Mougel (PhD student), Marc Plantevit, Jean-Francois Boulicaut and Olivier Gandrillon (Centre de Genetique Moleculaire et Cellulaire).
• 2006/2008 - Inductive queries for mining patterns and models. Application to biological data. IQ european project (No IST FP6-516169). In collaboration with Ieva Mitasiunaite (PhD student), Laurene Meyniel (Master student), Jean-Francois Boulicaut and Olivier Gandrillon (Centre de Genetique Moleculaire et Cellulaire).
• 2006/2007 - Genomics and inductive databases: ACI Bingo (ACI MD 46).
• Sept. 2005-Aug. 2006 - on sabbatical leave from INSA-LIRIS at the Knowledge Discovery and Delivery Laboratory, University of Pisa and ISTI-CNR, Italy.
• 2001/2004 (extended to 2005) - Mining geophysical data: AEGIS european project (No IST-2000-26450). In collaboration with Nicolas Meger (PhD student).
• 2001/2004 - Inductive databases: CINQ european project (No IST-2000-26469). In collaboration with Artur Bykowski (PhD student) and Jean-Francois Boulicaut.
• 2000/2005 - Automatic constraint solver generation. Cooperation with the Programming and Modeling Languages research unit of the Ludwig Maximilians University of Munich. Supported by the Bavarian-French Cooperation Center. In collaboration with Slim Abdennadher.
• 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.