FDI in Multivariate Process with Naive Bayesian Network in the Space of Discriminant Factors. - Teodor Tiplica; Sylvain Verron; Abdessamad Kobi; Iulian Nastac (CIMCA/IAWTIC, 2006)

Procedure based on mutual information and bayesian networks for the fault diagnosis of industrial systems. - Sylvain Verron; Teodor Tiplica; Abdessamad Kobi (ACC, 2007)

Multivariate control charts with a bayesian network. - Sylvain Verron; Teodor Tiplica; Abdessamad Kobi (ICINCO-ICSO, 2007)

Diagnostic et surveillance des processus complexes par réseaux bayésiens. - Sylvain Verron (2007)

Fault diagnosis of industrial systems by conditional Gaussian network including a distance rejection criterion. - Sylvain Verron; Teodor Tiplica; Abdessamad Kobi (Eng. Appl. Artif. Intell., 2010)

A Bayesian Approach to FDD Combining Two Different Bayesian Networks Modeling a Data-Driven Method and a Model-based Method. - Mohamed Amine Atoui; Sylvain Verron; Abdessamad Kobi (ICINCO (2), 2013)

PCA in a Bayesian framework for fault detection. - Mohamed Amine Atoui; Sylvain Verron; Abdessamad Kobi (ICCA, 2014)

Fault detection with Conditional Gaussian Network. - Mohamed Amine Atoui; Sylvain Verron; Abdessamad Kobi (Eng. Appl. Artif. Intell., 2015)

Bridging data-driven and model-based approaches for process fault diagnosis and health monitoring: A review of researches and future challenges. - Khaoula Tidriri; Nizar Chatti; Sylvain Verron; Teodor Tiplica (Annu. Rev. Control., 2016)

Model-based approach for fault diagnosis using set-membership formulation. - Nizar Chatti; Rémy Guyonneau; Laurent Hardouin; Sylvain Verron; Sebastien Lagrange (Eng. Appl. Artif. Intell., 2016)

A bond graph modeling for health monitoring and diagnosis of the Tennessee Eastman process. - Khaoula Tidriri; Nizar Chatti; Sylvain Verron; Teodor Tiplica (CoDIT, 2017)

A generic framework for decision fusion in Fault Detection and Diagnosis. - Khaoula Tidriri; Teodor Tiplica; Nizar Chatti; Sylvain Verron (Eng. Appl. Artif. Intell., 2018)

Model-based fault detection and diagnosis of complex chemical processes: A case study of the Tennessee Eastman process. - Khaoula Tidriri; Nizar Chatti; Sylvain Verron; Teodor Tiplica (J. Syst. Control. Eng., 2018)

Fault Training Matrix for Process Monitoring based on Structured Residuals. - Khaoula Tidriri; Nizar Chatti; Sylvain Verron; Teodor Tiplica (ICINCO (1), 2019)

A decision fusion based methodology for fault Prognostic and Health Management of complex systems. - Khaoula Tidriri; Sylvain Verron; Teodor Tiplica; Nizar Chatti (Appl. Soft Comput., 2019)

A single Bayesian network classifier for monitoring with unknown classes. - Mohamed Amine Atoui; Achraf Cohen; Sylvain Verron; Abdessamad Kobi (Eng. Appl. Artif. Intell., 2019)

A new Signal Processing-based Prognostic Approach applied to Turbofan Engines. - Khaoula Tidriri; Sylvain Verron; Nizar Chatti (ICCAD, 2020)

Kalman smoother for detection of heat sources defects. - Mohamed Salim Bidou; Sylvain Verron; Laetitia Perez; Laurent Autrique (ICCAD, 2022)

Bayesian filter for failure times identification of moving heat sources in 2D geometry. - Mohamed Salim Bidou; Sylvain Verron; Laetitia Perez; Laurent Autrique (Int. J. Syst. Sci., 2024)