I am a full professor at University of Orléans.
My main research
interest is Machine Learning and Data Mining. Currently I am mostly
working on clustering, but I am also interested in
rule learning and pattern discovery.
Before being in Orléans, I studied M
athematics
in ENS Fontenay aux
Roses and prepared my
PhD thesis in LRI, University of Paris 11 under the supervision of Yves
Kodratoff.
News
ANR Contrat doctoral en
Intelligence Artificielle - Université d'Orléans
AI.iO Artificial Intelligence in Orléans: Learning from
heterogeneous data and expert knowledge. Applications in geological and
environmental sciences
Leader: C. Vrain, Co-leaders: B. Galerne, M. Pereira de Souto
ANR InvolvD
Interactive
constraint elicitation for unsupervised and semi-supervised data mining.
GREYC, LABRI, LIFO, CERMN
Leader: A. Zimmermann, Co-scientific leaders: D. Auber, R. Bureau,
C.Vrain
ANR Herelles
Hétérogénéité des données - Hétérogénéité des méthodes:
Un cadre collaboratif unifié pour l'analyse interactive des données
temporelles.
ICube-UNISTRA, IRSTEA-TETIS, MIA, GREYC, LIFO. Leader: P. Gançarski
L’intelligence
Artificielle: De
quoi s’agit-il vraiment ?
Livret dirigé par le comité scientifique du GDR IA,
Cepadues
Main Teaching Activities
- Machine
Learning and
Data Mining
- Artificial Intelligence
- Logic,
Calculability
Research Topics: Machine Learning and Data
Mining
- Constrained clustering in Declarative
Frameworks
(CP) and
more
generally Machine Learning and
Constraints
- Inductive Logic Programming and Relational Learning
- Pattern Mining
- Applications: textual data,
chemistry, Geographic Information Systems, ...
Recent administrative charges
- Co-leader with D. Conte of the project DIAMS
Données, Intelligence Artificielle, Modélisation, Simulation
supported by Centre Val de Loire region, 2019-2023
- Member of the direction committee and of
the
scientific
committee
of GDR IA
- Head of the Constraint and Learning
group, LIFO, University of Orléans
from
01/2014 to 07/2016
- Director of LIFO,
University of Orléans
from 01/2006 to 12/2009
- LIFO,
University of Orléans
from 2001 to 2008
- Member of CNU (Conseil National des
Universiteacute;s)
from
2012 to 2015