-
September 2015 - now: head of the "Constraints, Data
Mining, Graphs"
(CoDaG)
team of the GREYC laboratory (15 researchers and PhD. students)
and member of the executive committee of the GREYC lab.
- January 2020 - now: deputy-director of the
GDR MaDICS, member of the executive committee since 2017.
-
Co-organization with
Laurent Heutte
(LITIS, Rouen) of the axis
Data, Machine Learning, Knowledge
of the NormaSTIC research
federation (since 2013).
Ongoing activities
-
Coordinator for the GREYC lab of the
Reus project funded by
FUI 22
(Fonds unique interministériel) 2016-2019. The project leader is
Frederique Segond
(Viseo).
-
Current PhD student:
-
Member of
SIF
(French professional society)
Other activities
- Selected program committee memberships/area chair
-
ICDM'18, ICDM'17 (area chair),
ICDM'16, ICDM'15, ICDM'13, ICDM'12
-
ECML/PKDD'19 (area
chair), ECML/PKDD'18 (area chair), ECML/PKDD'17 (area chair),
ECML/PKDD'16, ECML/PKDD'15, ECML/PKDD'14, ECML/PKDD'13,
ECML/PKDD'10, ECML/PKDD'09, ECML/PKDD'08, ECML/PKDD'07,
ECML/PKDD'06, PKDD'05, PKDD'04, PKDD'03, PKDD'02
-
PAKDD'19, PAKDD'18,
PAKDD'17, PAKDD'16, PAKKD'15, PAKDD'14, PAKDD'13, PAKDD'12,
PAKDD'11, PAKDD'08
- KDD'16
-
AAAI'18
-
IJCAI'19, IJCAI-ECAI'18,
IJCAI'17, ECAI'14
-
IDA'18, IDA'17, IDA'16, IDA'15,
IDA'14, IDA'13, IDA'12, IDA'11, IDA'10, IDA'09
-
DS'18, DS'17,
DS'16, DS'14, DS'13, DS'12, DS'11
-
SAC'19,
SAC'17, SAC'16, SAC'13, SAC'12, SAC'11, SAC'10, SAC'09, SAC'08,
SAC'07, SAC'06, SAC'05
-
DaWaK'17, DaWaK'16,
DaWaK'15, DaWaK'14, DaWaK'13, DaWaK'12, DaWaK'11, DaWaK'10,
DaWaK'09, DaWaK'08, DaWaK'07
-
ISMIS'18,
ISMIS'17, ISMIS'15, ISMIS'14, ISMIS'12, ISMIS'11, ISMIS'09, ISMIS'08
-
French events: EGC'19,
EGC'18, EGC'17, EGC'17, EGC'15, EGC'14, EGC'13, EGC'12, EGC'11,
EGC'10, EGC'09, EGC'08, EGC'07 -
CAp'19, CAp'18,
CAp'17, CAp'16, CAp'15.
-
Associate Editor on the editorial board of Knowledge and Information
Systems (KAIS), member of
the editorial board of
Journal of Intelligent Information Systems
-
Member of the guest editorial board for the ECML/PKDD 2019, 2018 and
2016 journal track.
-
Referee for Data Mining and Knowledge Discovery, Artificial
Intelligence Journal, Knowledge and Information Systems, Transactions
on Knowledge and Data Engineering, Transactions on Knowledge Discovery
from Data, Transactions on Database Systems, Intelligence Data
Analysis, Systems, Man and Cybernetics, Journal of Intelligent
Information Systems, Transactions on Large-Scale Data and
Knowledge-Centered Systems, Computational Intelligence, Int. Journal
Artificial Intelligence in Medicine, Int. Journal of Data Mining,
Modelling and Management, The Computer Journal.
-
Invitations:
Constraints, Optimization and Data
(Dagstuhl 2014), Workshop on
Constraint Programming and Data Mining
(2014),
DAG closing session
(2013),
Spring Workshop on Mining and Learning
(SMiLe 2020, SMiLe 2018, SMiLe 2016, SML 2014, SML 2012, SML 2010),
Constraint Programming meets Machine Learning and Data Mining
(Dagstuhl 2011),
Int. Conf. on Information Systems and Economic Intelligence
(2011, invited talk),
Mining patterns and subgroups
(Lorentz Center, 2010),
Parallel Universes and Local Patterns
(Dagstuhl 2007), atelier Extraction de Connaissances et Santé
co-located with EGC 2011 (invited talk).
-
Committee member (since 2005) of 57 PhD of thesis (35 as "External
reviewer" including University of Helsinki, Czech Technical University
in Prague, Università degli Studi di Torino) and 17 Habilitation
thesis.
-
Project expertise: Research Foundation - Flanders (FWO), Netherlands
Organisation for Scientific Research (NWO), Czech Science Foundation,
French National Research Agency (ANR).
Past activities
-
Co-chair with Radim Belohlavek (University of Olomouc, CZ) of the
PhD session
(doctoral consortium) at
ECML/PKDD 2014.
-
Co-chair with Luc De Raedt (KU Leuven, BE), Paolo Frasconi (Università
di Firenze, IT) and Tias Guns (KU Leuven, BE) of the ECML/PKDD 2013
Workshop "Languages for Data Mining and Machine Learning".
-
Co-chair with Petr Berka (University of Economics, Prague, CZ) of the
ECML/PKDD discovery challenge
2004 and
2005.
- Publicity Chair of IDA'09.
-
Coordinator (with
J. Klema,
IDA Group Czech Technical
University) of the bilateral Programme Hubert Curien project
"Heterogeneous Data Fusion for Genomic and Proteomic Knowledge
Discovery" (2008-2009).
- Awards (best papers): DS (2012), CAp (2006), PAKDD (2005).
-
Coordinator of the CNRS PEPS
Prefute
project (fouille interactive fondée sur les PREFérences UTilisatEur),
2015-2016, with CERMN (Caen), LI (Blois), LIRIS (Lyon) and LORIA
(Nancy) labs.
-
Coordinator of the ANR MDCO
Bingo2 project "Knowledge
Discovery For and By Inductive Queries in post-genomic applications",
National Project 2008-2011) funded by ANR about inductive querying
techniques with Centre de Génétique Moléculaire et Cellulaire
(contact:
O. Gandrillon), INSA de Lyon (contact:
J-F. Boulicaut) and University of Saint-Etienne (contact:
B. Jeudy).
This project is a follow-up of ACI Masse de Données Bingo (2004-2007).
-
Coordinator of the Bingo project funded by the "ACI Masse de Données"
(National project October 2004 - September 2007) about inductive
databases for gene expression data analysis. The consortium is made of
the Centre de Génétique Moléculaire et Cellulaire (Lyon,
O. Gandrillon), INSA Lyon (J-F. Boulicaut), University of Caen (B. Crémilleux) and University of Saint-Etienne
(F. Jacquenet).
-
Member (and GREYC coordinator) of the
Animitex project
(CNRS Mastodons - 2013-2014)
-
Co-supervisor with J-F. Boulicaut, INSA Lyon of AS CNRS-STIC 2003/2004
DiscoChallenge.
-
Member of the Nareca project
(ANR Contint 2013-2018).
-
Member of the Hybride project
(ANR-11-BS002-002 2011-2016).
-
Member of the Minomics (2015-2017) and Innotox2 (2009-2012) projects
funded by the Emergence call for proposals (Region Basse-Normandie) on toxicity and ecotoxicity of substances and preparations.
- Member of the ANR ANNODIS project (2008-2010).
-
Member of AS CNRS-STIC 2003 ASAB (Apprentissage et Bioinformatique),
AS CNRS-STIC 2002 GaFoDonnées (French working groups).
-
January 2011 - 2016: member of the executive committee of the
GREYC lab. I had the task to organize the Artificial Intelligence and
Algorithm department.
-
October 2002 - December 2010: head of the "Data, Document and
Language" team (25 researchers and Ph. D. students) of the
GREYC laboratory. Member of the
GREYC executive committee.
-
Former Ph. D. students
-
Bamba Kane
(Ph. D. 9/2017, together with
Bertrand Cuissart
and
Alban Lepailleur)
-
Willy Ugarte
(Ph. D. 11/2014, together with
Patrice Boizumault
and Samir Loudni)
-
Winn Voravuthikunchai
(Ph. D. 12/2013, together with
Frédéric Jurie)
-
Mehdi Khiari
(Ph. D. 6/2012, together with
Patrice Boizumault)
-
Guillaume Poezevara
(Ph. D. 11/2011, together with
Bertrand Cuissart)
-
Leila Ben Othman (Ph. D. 11/2011, together with
François Rioult)
-
Céline Hébert (Ph. D. 09/2007, together with
Alain Bretto)
-
Arnaud Soulet
(Ph. D. 11/2006)
-
Antoine Doucet
(Ph. D. 11/2005, key supervisor
Helena Ahonen Myka)
-
François Rioult
(Ph. D. 11/2005)
-
Bertrand Cuissart
(Ph. D. 12/2004, together with Jean-Jacques Hébrard, Frédérique
Touffet and Ronan Bureau)
-
Nicolas Durand
(Ph. D. 11/2004, together with
Luigi Lancieri)
-
Dominique Fournier
(Ph. D. 11/2001)
- Arnaud Ragel (Ph. D. 12/1999)