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 2020
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