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Philippe LERAY
Philippe LERAY
Professeur, Nantes Université
Adresse e-mail validée de univ-nantes.fr - Page d'accueil
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Réseaux bayésiens
P Naïm, PH Wuillemin, P Leray, O Pourret, A Becker
Editions Eyrolles, 2011
3792011
Feature selection with neural networks
P Leray, P Gallinari
Behaviormetrika 26 (1), 145-166, 1999
1961999
BNT structure learning package: documentation and experiments
O Francois, P Leray
Technical Report FRE CNRS 2645). Laboratoire PSI, Universitè et INSA de Rouen, 2004
181*2004
A survey on latent tree models and applications
R Mourad, C Sinoquet, NL Zhang, T Liu, P Leray
Journal of Artificial Intelligence Research 47, 157-203, 2013
1012013
Learning causal bayesian networks from observations and experiments: A decision theoretic approach
S Meganck, P Leray, B Manderick
International Conference on Modeling Decisions for Artificial Intelligence …, 2006
882006
Réseaux bayésiens: apprentissage et modélisation de systèmes complexes
P Leray
habilitation à diriger les recherches, Université de Rouen, 2006
72*2006
A dynamic Bayesian network to represent discrete duration models
R Donat, P Leray, L Bouillaut, P Aknin
Neurocomputing 73 (4-6), 570-577, 2010
592010
Etude comparative d’algorithmes d’apprentissage de structure dans les réseaux bayésiens
O François, P Leray
JEDAI-Journal électronique d'intelligence artificielle, 2005
542005
A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-wide association studies
R Mourad, C Sinoquet, P Leray
BMC bioinformatics 12, 1-20, 2011
482011
A personalized recommender system from probabilistic relational model and users’ preferences
R Chulyadyo, P Leray
Procedia Computer Science 35, 1063-1072, 2014
412014
Bayesian network structural learning and incomplete data
P Leray, O François
Proceedings of the International and Interdisciplinary Conference on …, 2005
412005
Ontology-based generation of object oriented bayesian networks
MB Ishak, P Leray, NB Amor
BMAW 2011, 9-17, 2011
372011
Dynamic MMHC: A local search algorithm for dynamic Bayesian network structure learning
G Trabelsi, P Leray, M Ben Ayed, AM Alimi
Advances in Intelligent Data Analysis XII: 12th International Symposium, IDA …, 2013
342013
Probabilistic graphical models for genetic association studies
R Mourad, C Sinoquet, P Leray
Briefings in bioinformatics 13 (1), 20-33, 2012
342012
Evaluation d’algorithmes d’apprentissage de structure pour les réseaux bayésiens
O Francois, P Leray
Proceedings of 14ème congrès francophone reconnaissance des formes et …, 2004
342004
Learning the Tree Augmented Naive Bayes Classifier from incomplete datasets.
O François, P Leray
Probabilistic Graphical Models, 91-98, 2006
282006
Learning hierarchical Bayesian networks for genome-wide association studies
R Mourad, C Sinoquet, P Leray
Proceedings of COMPSTAT'2010: 19th International Conference on Computational …, 2010
242010
Combining classifiers for harmful document filtering.
B Grilheres, S Brunessaux, P Leray
RIAO 4, 173-185, 2004
242004
Customer relationship management and small data—Application of Bayesian network elicitation techniques for building a lead scoring model
Y Benhaddou, P Leray
2017 IEEE/ACS 14th International Conference on Computer Systems and …, 2017
232017
SemCaDo: A serendipitous strategy for causal discovery and ontology evolution
MB Messaoud, P Leray, NB Amor
Knowledge-Based Systems 76, 79-95, 2015
232015
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