Anomaly Detection in Categorical Datasets Using Bayesian Networks, Artificial Intelligence and Computational Intelligence, pp.610-619, 2011. ,
DOI : 10.1007/978-3-642-23887-1_78
Probabilistic networks with undirected links for anomaly detection, Man, and Cybernetics Information Assurance and Security Workshop, pp.175-179, 2000. ,
Bayesian network anomaly pattern detection for disease outbreaks, ICML, pp.808-815, 2003. ,
Bayesian fault detection and diagnosis in dynamic systems, AAAI/IAAI, pp.531-537, 2000. ,
The Industrial Challenges of Airborne AESA Radars, IET International Radar Conference 2013, 2013. ,
DOI : 10.1049/cp.2013.0492
Generalized belief propagation for approximate inference in hybrid bayesian networks, Artificial Intelligence and Statistics, 2003. ,
Probabilistic Graphical Models: Principles and Techniques, 2009. ,
Learning graphical models with mercer kernels, Advances in Neural Information Processing Systems, pp.1009-1016, 2002. ,
Graphical model structure learning with l1-regularization, 2010. ,
Brain covariance selection: better individual functional connectivity models using population prior, pp.2334-2342, 2010. ,
URL : https://hal.archives-ouvertes.fr/inria-00512451
On stochastic proximal gradient algorithms ,
Apprentissage d'un modèle graphique non orienté hybride parcimonieux par utilisation du gradient proximal stochastique ,
Statistical Analysis of Non-Lattice Data, The Statistician, vol.24, issue.3, 1975. ,
DOI : 10.2307/2987782
Beitrag zur Theorie des Ferromagnetismus, Zeitschrift fur Physik, pp.253-258, 1925. ,
DOI : 10.1007/BF02980577
Some generalized order-disorder transformations, Proc. Cambridge Philosophie Soc, 1953. ,
DOI : 10.1103/PhysRev.60.252
Pattern Recognition and Machine Learning, 2006. ,
A Generalized Forward-Backward Splitting, SIAM Journal on Imaging Sciences, vol.6, issue.3, pp.1199-1226, 2013. ,
DOI : 10.1137/120872802
URL : https://hal.archives-ouvertes.fr/hal-00613637