M. Steinder and A. Sethi, A survey of fault localization techniques in computer networks, Science of Computer Programming, vol.53, issue.2, pp.165-194, 2004.
DOI : 10.1016/j.scico.2004.01.010

C. Hounkonnou, Active self-diagnosis in telecommunication networks, 2013.
URL : https://hal.archives-ouvertes.fr/tel-00931853

L. Pau, Survey of expert systems for fault detection, test generation and maintenance, Expert Systems, vol.485, issue.2, pp.100-110, 1986.
DOI : 10.1016/0004-3702(80)90043-0

W. Scherer and C. White, Knowledge-Based System Diagnosis, Supervision, and Control. Chapter 16: A survey of expert systems for equipment maintenance and diagnostics, 1989.

R. Gardner and D. Harle, Alarm correlation and network fault resolution using the Kohonen self-organising map, GLOBECOM 97. IEEE Global Telecommunications Conference. Conference Record, pp.1398-1402, 1997.
DOI : 10.1109/GLOCOM.1997.644365
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.127.3766

R. Patton, T. Chen, and . Siew, Fault diagnosis in nonlinear dynamic systems via neural networks, International Conference on Control '94, pp.1346-1351, 1994.
DOI : 10.1049/cp:19940332

A. Goel, P. Ramanujam, and . Sadayappan, Towards a 'neural' architecture for abductive reasoning, IEEE International Conference on Neural Networks, pp.681-688, 1998.
DOI : 10.1109/ICNN.1988.23906

L. Lewis, A case-based reasoning approach to the resolution of faults in communication networks, Proceedings of the third international symposium on Integrated network management, pp.671-682, 1993.

S. Romaric-tembo, J. L. Courant, and S. Vaton, A 3-layered self-reconfigurable generic model for self-diagnosis of telecommunication networks, IEEE SAI International Conference on Intelligent Systems, 2015.

J. Pearl, Probabilistic reasoning in intelligent systems: networks of plausible inference, 1988.

A. Cornuéjols and L. Miclet, Apprentissage Artificiel, Concepts et Algorithmes, EYROLLES, 2013.

B. Gruschke, Integrated event management: Event correlation using dependency graphs, Ninth International Workshop on Distributed Systems: Operations and Management, pp.130-141, 1998.

S. Kätker, A Modeling Framework for Integrated Distributed Systems Fault Management, Proc. IFIP/IEEE International Conference on Distributed Platforms, pp.187-198, 1995.
DOI : 10.1007/978-0-387-34947-3_15

K. Houck and S. Calo, Towards a Practical Alarm Correlation System, Proceedings of the fourth international symposium on Integrated network management, pp.226-237, 1995.
DOI : 10.1007/978-0-387-34890-2_20

J. Jordaan and M. Paterokl, Event correlation in heterogeneous networks using the osi management framework, Proceedings of the third international symposium on Integrated network management, pp.683-695, 1993.

S. Kätker and K. Geihs, A generic model for fault isolation in integrated management systems, Journal of Network and Systems Management, vol.5, issue.2, pp.109-130, 1997.
DOI : 10.1023/A:1018766610444

S. Kätker and M. Paterok, Fault Isolation and Event Correlation for Integrated Fault Management, Proceedings of the fifth international symposium on Integrated network management, pp.583-596, 1997.
DOI : 10.1007/978-0-387-35180-3_43

G. Jakobson and M. Weissman, Real-time telecommunication network management: extending event correlation with temporal constraints, Proceedings of the fourth international symposium on Integrated network management, pp.290-301, 1995.
DOI : 10.1007/978-0-387-34890-2_26

J. Manuel-sanchez, I. Grida-ben-yahia, and N. Crespi, Self modeling based diagnosis of software defined networks, 1st Conference on network softwarization (NetSoft), 2015.

G. Liu and C. Ji, Resilience of all-optical network architectures under in-band crosstalk attacks: a probabilistic graphical model approach, IEEE Journal on Selected Areas in Communications, vol.25, issue.3, 2007.
DOI : 10.1109/JSAC-OCN.2007.022305

A. Aghasaryan, E. Fabre, and A. Benvenist, Fault detection and diagnosis in distributed systems: An approach by partially stochastic petri nets, Discrete Event Dynamic Systems, vol.8, issue.2, pp.203-231, 1998.
DOI : 10.1023/A:1008241818642

C. Vijaya, S. , and S. Subramaniam, Physical layer impairment aware routing (pliar) in wdm optical networks: issues and challenges, IEEE Communications Surveys & Tutorials, vol.11, issue.4, pp.109-130, 2009.

A. Madsen and F. Jensen, Lazy propagation: A junction tree inference algorithm based on lazy evaluation, Artificial Intelligence, vol.113, issue.1-2, pp.203-245, 1999.
DOI : 10.1016/S0004-3702(99)00062-4
URL : http://doi.org/10.1016/s0004-3702(99)00062-4

S. Laurizen and D. Spiegelhalter, Local computations with probabilities on graphical structures and their application to expert systems, Journal of the Royal Statistical Society, Series B, vol.50, issue.2, pp.157-224, 1988.

A. Berry, . Heggernes, and . Simonet, The minimum degree heuristic and the minimal triangulation process. H. Bodlaender. WG'03: 29th International Workshop on Graph Theoretic Concepts in Computer Science, Elspeet (The Netherlands, Lecture Notes in Computer Science lirmm-00191916, pp.58-70, 2003.
DOI : 10.1007/978-3-540-39890-5_6
URL : https://hal.archives-ouvertes.fr/lirmm-00269436

A. Dempster, N. Laird, and D. Rubin, Maximum likelihood from incomplete data via the EM algorithm, Journal of the Royal Statistical Society, Series B, vol.39, issue.1, pp.1-38, 1977.

S. Lauritzen, The EM algorithm for graphical association models with missing data, Computational Statistics & Data Analysis, vol.19, issue.2, pp.191-201, 1995.
DOI : 10.1016/0167-9473(93)E0056-A

S. Lauritzen and D. Spiegelhalter, Local computations with probabilities on graphical structures and their application to expert systems, Journal of the Royal Statistical Society, Series B, vol.50, issue.2, pp.157-224, 1988.

S. Romaric-tembo, S. Vaton, J. L. Courant, and S. Gosselin, A tutorial on the em algorithm for bayesian networks: application to self-diagnosis of gpon-ftth networks, Traffic analysis and Characterization, 2016.