Projects

Research keywords

Data Mining, Constraint Programming, Inductive Programming, Databases

Recent / current main projects and collaborations

• Since 2011 (late 2010) - Spatio-temporal data mining: Application to soil erosion monitoring. FOSTER project (ANR-2010-COSI-012-02).
• Since 2010 - 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 - Spatio-Temporal 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.