Philippe Leray

	2012
34		Christine Sinoquet, Raphaël Mourad, Philippe Leray: Forests of Latent Tree Models for the Detection of Genetic Associations. BIOINFORMATICS 2012: 5-14
33		Raphaël Mourad, Christine Sinoquet, Philippe Leray: Probabilistic graphical models for genetic association studies. Briefings in Bioinformatics 13(1): 20-33 (2012)
	2011
32		François Schnitzler, Sourour Ammar, Philippe Leray, Pierre Geurts, Louis Wehenkel: Efficiently Approximating Markov Tree Bagging for High-Dimensional Density Estimation. ECML/PKDD (3) 2011: 113-128
31		Montassar Ben Messaoud, Philippe Leray, Nahla Ben Amor: SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies. ECSQARU 2011: 182-193
30		Sourour Ammar, Philippe Leray: Mixture of Markov Trees for Bayesian Network Structure Learning with Small Datasets in High Dimensional Space. ECSQARU 2011: 229-238
29		Aida Jarraya, Philippe Leray, Afif Masmoudi: Discrete Exponential Bayesian Networks: An Extension of Bayesian Networks to Discrete Natural Exponential Families. ICTAI 2011: 205-208
28		Amanullah Yasin, Philippe Leray: iMMPC: A Local Search Approach for Incremental Bayesian Network Structure Learning. IDA 2011: 401-412
27		Mouna Ben Ishak, Philippe Leray, Nahla Ben Amor: A Two-way Approach for Probabilistic Graphical Models Structure Learning and Ontology Enrichment. KEOD 2011: 189-194
26		Hoai-Tuong Nguyen, Philippe Leray, Gérard Ramstein: Multiple Hypothesis Testing and Quasi Essential Graph for Comparing Two Sets of Bayesian Networks. KES (2) 2011: 176-185
25		Raphaël Mourad, Christine Sinoquet, Philippe Leray: A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-wide association studies. BMC Bioinformatics 12: 16 (2011)
24		Karim Tabia, Philippe Leray: Alert correlation: Severe attack prediction and controlling false alarm rate tradeoffs. Intell. Data Anal. 15(6): 955-978 (2011)
	2010
23		François Schnitzler, Philippe Leray, Louis Wehenkel: Towards sub-quadratic learning of probability density models in the form of mixtures of trees. ESANN 2010
22		Karim Tabia, Philippe Leray: Bayesian Network-Based Approaches for Severe Attack Prediction and Handling IDSs' Reliability. IPMU (2) 2010: 632-642
21		Karim Tabia, Philippe Leray: Handling IDS' Reliability in Alert Correlation - A Bayesian Network-based Model for Handling IDS's Reliability and Controlling Prediction/False Alarm Rate Tradeoffs. SECRYPT 2010: 14-24
20		Roland Donat, Philippe Leray, Laurent Bouillaut, Patrice Aknin: A dynamic Bayesian network to represent discrete duration models. Neurocomputing 73(4-6): 570-577 (2010)
	2009
19		Sourour Ammar, Philippe Leray, Boris Defourny, Louis Wehenkel: Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks. ECSQARU 2009: 156-167
18		Montassar Ben Messaoud, Philippe Leray, Nahla Ben Amor: Integrating Ontological Knowledge for Iterative Causal Discovery and Visualization. ECSQARU 2009: 168-179
	2008
17		Roland Donat, Laurent Bouillaut, Patrice Aknin, Philippe Leray: Reliability Analysis using Graphical Duration Models. ARES 2008: 795-800
16		Philippe Leray, Stijn Meganck, Sam Maes, Bernard Manderick: Causal Graphical Models with Latent Variables: Learning and Inference. Innovations in Bayesian Networks 2008: 219-249
	2007
15		Stijn Meganck, Philippe Leray, Bernard Manderick: Causal Graphical Models with Latent Variables: Learning and Inference. ECSQARU 2007: 5-16
14		Grégory Mallet, Philippe Leray, Hubert Polaert: Méthodes statistiques et modèles thermiques compacts. EGC 2007: 213-214
13		Olivier François, Philippe Leray: Generation of Incompliete Test-Data usinng Bayesinan Networks. IJCNN 2007: 2391-2396
12		Philippe Leray: Éditorial. Revue d'Intelligence Artificielle 21(3): 293-294 (2007)
	2006
11		Sam Maes, Philippe Leray: Multi-Agent Causal Models for Dependability Analysis. ARES 2006: 794-798
10		Stijn Meganck, Philippe Leray, Bernard Manderick: Learning Causal Bayesian Networks from Observations and Experiments: A Decision Theoretic Approach. MDAI 2006: 58-69
9		Stijn Meganck, Sam Maes, Philippe Leray, Bernard Manderick: Learning Semi-Markovian Causal Models using Experiments. Probabilistic Graphical Models 2006: 195-206
8		Olivier François, Philippe Leray: Learning the Tree Augmented Naive Bayes Classifier from incomplete datasets. Probabilistic Graphical Models 2006: 91-98
	2005
7		Olivier François, Philippe Leray: Apprentissage de structure des réseaux bayésiens et données incomplètes. EGC 2005: 127-132
6		Stijn Meganck, Sam Maes, Bernard Manderick, Philippe Leray: A Learning Algorithm for Multi-Agent Causal Models. EUMAS 2005: 190-201
5		Stijn Meganck, Sam Maes, Bernard Manderick, Philippe Leray: Distributed learning of Multi-Agent Causal Models. IAT 2005: 285-288
	2004
4		Bruno Grilheres, Stephan Brunessaux, Philippe Leray: Combining classifiers for harmful document filtering. RIAO 2004: 173-185
3		Iyad Zaarour, Laurent Heutte, Philippe Leray, Jacques Labiche, Bassam Eter, Daniel Mellier: Clustering And Bayesian Network Approaches For Discovering Handwriting Strategies Of Primary School Children. IJPRAI 18(7): 1233-1251 (2004)
2		Philippe Leray, Olivier François: Réseaux bayésiens pour la classification Méthodologie et illustration dans le cadre du diagnostic médical. Revue d'Intelligence Artificielle 18(2): 169-193 (2004)
	1996
1		Philippe Leray, Patrick Gallinari, Elisabeth Didelet: Diagnosis Tools for Telecommunication Network Traffic Management. ICANN 1996: 209-214

Coauthor Index

1	Patrice Aknin	[17] [20]
2	Sourour Ammar	[19] [30] [32]
3	Nahla Ben Amor	[18] [27] [31]
4	Laurent Bouillaut	[17] [20]
5	Stephan Brunessaux	[4]
6	Boris Defourny	[19]
7	Elisabeth Didelet	[1]
8	Roland Donat	[17] [20]
9	Bassam Eter	[3]
10	Olivier François	[2] [7] [8] [13]
11	Patrick Gallinari	[1]
12	Pierre Geurts	[32]
13	Bruno Grilheres	[4]
14	Laurent Heutte	[3]
15	Mouna Ben Ishak	[27]
16	Aida Jarraya	[29]
17	Jacques Labiche	[3]
18	Sam Maes	[5] [6] [9] [11] [16]
19	Grégory Mallet	[14]
20	Bernard Manderick	[5] [6] [9] [10] [15] [16]
21	Afif Masmoudi	[29]
22	Stijn Meganck	[5] [6] [9] [10] [15] [16]
23	Daniel Mellier	[3]
24	Montassar Ben Messaoud	[18] [31]
25	Raphaël Mourad	[25] [33] [34]
26	Hoai-Tuong Nguyen	[26]
27	Hubert Polaert	[14]
28	Gérard Ramstein	[26]
29	François Schnitzler	[23] [32]
30	Christine Sinoquet	[25] [33] [34]
31	Karim Tabia	[21] [22] [24]
32	Louis Wehenkel	[19] [23] [32]
33	Amanullah Yasin	[28]
34	Iyad Zaarour	[3]

Colors in the list of coauthors

Last update Mon Jun 4 20:40:43 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page