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Philippe LERAY
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Réseaux bayésiens
P Naïm, PH Wuillemin, P Leray, O Pourret, A Becker
Editions Eyrolles, 2011
370*2011
Feature selection with neural networks
P Leray, P Gallinari
Behaviormetrika 26, 145-166, 1999
1891999
BNT structure learning package: documentation and experiments
O Francois, P Leray
Technical Report FRE CNRS 2645). Laboratoire PSI, Universitè et INSA de Rouen, 2004
178*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
962013
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
68*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
562010
Etude comparative d’algorithmes d’apprentissage de structure dans les réseaux bayésiens
O François, P Leray
Rencontres des Jeunes Chercheurs en IA, 2003
532003
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
472011
Bayesian network structural learning and incomplete data
P Leray, O François
Proceedings of the International and Interdisciplinary Conference on …, 2005
402005
A personalized recommender system from probabilistic relational model and users’ preferences
R Chulyadyo, P Leray
Procedia Computer Science 35, 1063-1072, 2014
392014
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
362004
Ontology-based generation of object oriented bayesian networks
MB Ishak, P Leray, NB Amor
BMAW 2011, 9-17, 2011
342011
Probabilistic graphical models for genetic association studies
R Mourad, C Sinoquet, P Leray
Briefings in bioinformatics 13 (1), 20-33, 2012
312012
Learning the Tree Augmented Naive Bayes Classifier from incomplete datasets.
O François, P Leray
Probabilistic Graphical Models, 91-98, 2006
272006
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
252013
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
Réseaux bayésiens pour la classification Méthodologie et illustration dans le cadre du diagnostic médical.
P Leray, O François
Rev. d'Intelligence Artif. 18 (2), 169-193, 2004
222004
Alert correlation in intrusion detection: Combining AI-based approaches for exploiting security operators’ knowledge and preferences
K Tabia, S Benferhat, P Leray, L Mé
Working Notes for the 2011 IJCAI Workshop on Intelligent Security (SecArt), 42, 2011
212011
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Articles 1–20