PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Philippe Leray

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Number of EPrints submitted by this user: 18

BNT Structure Learning Package : Documentation and Experiments
Philippe Leray and Olivier François
(2004) Technical Report. PSI Technical Reports, France.

Apprentissage de structure des réseaux bayésiens et données incomplètes
Olivier François and Philippe Leray
In: 5èmes Journées d'Extraction et de Gestion des Connaissances (EGC 2005), 19-21 Jan 2005, Paris, France.

Réseaux bayésiens pour le filtrage d’alarmes dans les systèmes de détection d’intrusion
Ahmad Faour, Philippe Leray and Cédric Foll
In: Atelier Modèles Graphiques Probabilistes, 5èmes journées d'Extraction et Gestion des Connaissances (EGC 2005), 18 Jan 2005, Paris, France.

BAYESIAN NETWORK STRUCTURAL LEARNING AND INCOMPLETE DATA
Philippe Leray and Olivier François
In: International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR 2005), 15-17 Jun 2005, Espoo, Finland.

Distributed learning of multi-agent causal models
Sam Maes, Stijn Meganck, Bernard Manderick and Philippe Leray
In: IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (IAT 2005), 19-22 Sept 2005, Compiegne, France.

A learning algorithm for multi-agent causal models
Stijn Meganck, Sam Maes, Bernard Manderick and Philippe Leray
In: Third European Workshop on Multi-Agent Systems EUMAS 2005, 7-8 Dec 2005, Bruxelles, Belgique.

A SOM and bayesian network architecture for alert filtering in network intrusion detection systems
Ahmad Faour, Philippe Leray and Bassam Eter
In: 2nd IEEE International Conference On Information and Communication Technologies: From Theory to Applications (ICTTA 2006), 24-28 April 2006, Damascus, Syria.

Automated Filtering of Network Intrusion Detection Alarms
Ahmad Faour, Philippe Leray and Bassam Eter
In: First Joint Conference on Security in Network Architectures (SAR) and Security of Information Systems (SSI), 6-9 June 2006, Seignosse, France.

Multi-agent causal models for dependability analysis
Sam Maes and Philippe Leray
In: First International Conference on Availability, Reliability and Security (ARES 2006), Bayesian Networks in Dependability (BND 2006) workshop, 20-22 April 2006, Vienna, Austria.

Causal graphical models with latent variables : learning and inference
Philippe Leray, Stijn Meganck, Sam Maes and Bernard Manderick
In: Innovations in Bayesian Networks: Theory and Applications (2008) Springer , pp. 1-33.

An integral approach to causal inference with latent variables
Sam Maes, Stijn Meganck and Philippe Leray
In: Causality and Probability in the Sciences (2007) London College Publications , pp. 17-41. ISBN 1-904987-35-4

Reliability analysis using graphical duration models.
R. Donat, L. Bouillaut, P. Aknin and Philippe Leray
In: Third International Conference on Availability, Reliability and Security (ARES 2008), 4-7 march 2008, Barcelona, Spain.

A generic approach to model complex system reliability using graphical duration models
R. Donat, L. Bouillaut, P. Aknin, Philippe Leray and D. Levy
In: Mathematical Methods in Reliability: Methodology and Practice (MMR 2007),, 1-4 july 2007, Glasgow, UK.

Growing hierarchical self-organizing map for alarm filtering in network intrusion detection systems
A. Faour, Philippe Leray and B. Eter
In: The 2007 International conference on New Technologes, Mobility and Security (NTMS'2007), 2-4 may 2007, Paris, France.

Generation of incomplete test-data using bayesian networks
Olivier François and Philippe Leray
In: EEE IJCNN, International Joint Conference on Neural Networks, Orlando, USA(2007).

Causal graphical models with latent variables: Learning and inference
Stijn Meganck, Philippe Leray and B. Manderick
In: Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU 2007, Tunisia(2007).

Learning the tree augmented naive bayes classifier from incomplete datasets
Olivier François and Philippe Leray
In: The third European Workshop on Probabilistic Graphical Models PGM'06, Prague, Czech Republic(2006).

Evolutivité d'une architecture en temps réel de filtrage d’alertes générées par les systèmes de détection d’intrusions sur les réseaux.
A. Faour, Philippe Leray and B. Eter
In: 16ème Congrès Francophone Reconnaissance des Formes et Intelligence Artificielle, RFIA 2008, Amiens, France(2008).