Identification of an output error Takagi-Sugeno model. - Komi Gasso; Gilles Mourot; José Ragot (SMC, 2000)

Fuzzy rule base optimisation: a pruning and merging approach. - Komi Gasso; Gilles Mourot; José Ragot (SMC, 2000)

Structure identification in multiple model representation: elimination and merging of local models. - Komi Gasso; Gilles Mourot; José Ragot (CDC, 2001)

Nonlinear PCA combining principal curves and RBF-networks for process monitoring. - M. Faouzi Harkat; Gilles Mourot; José Ragot (CDC, 2003)

Parameter estimation of switching piecewise linear system. - José Ragot; Gilles Mourot; Didier Maquin (CDC, 2003)

Identification of switching systems using change detection technique in the subspace framework. - Komi Midzodzi Pekpe; Gilles Mourot; Komi Gasso; José Ragot (CDC, 2004)

A Multi-Modeling Strategy based on Belief Function Theory. - Messaoud Ramdani; Gilles Mourot; José Ragot (CDC/ECC, 2005)

Fault Detection and Isolation with Robust Principal Component Analysis. - Yvon Tharrault; Gilles Mourot; José Ragot; Didier Maquin (Int. J. Appl. Math. Comput. Sci., 2008)

State estimation of the three-tank system using a multiple model. - Anca Maria Nagy; Benoît Marx; Gilles Mourot; Georges Schutz; José Ragot (CDC, 2009)

State estimation of two-time scale multiple models with unmeasurable premise variables. Application to biological reactors. - Anca Maria Nagy-Kiss; Benoît Marx; Gilles Mourot; Georges Schutz; José Ragot (CDC, 2010)

Observer Synthesis for Uncertain Nonlinear Systems. Application to Waste-Water Treatment Plants. - Anca Maria Nagy-Kiss; Benoît Marx; Gilles Mourot; Georges Schutz; José Ragot (ROCOND, 2012)

Multi-task learning with one-class SVM. - Xiyan He; Gilles Mourot; Didier Maquin; José Ragot; Pierre Beauseroy; André Smolarz; Edith Grall-Maës (Neurocomputing, 2014)

Fault estimation of nonlinear processes using kernel principal component analysis. - Maya Kallas; Gilles Mourot; Didier Maquin; José Ragot (ECC, 2015)

Sparse Reconstruction-Based Contribution for Multiple Fault Isolation by KPCA. - Gilles Mourot; Maya Kallas; Kwami Anani; Didier Maquin (MED, 2018)

A data driven fault isolation method based on reference faulty situations with application to a nonlinear chemical process. - José Ragot; Gilles Mourot; Maya Kallas (Int. J. Appl. Math. Comput. Sci., 2022)