A new online fault detection method based on PCA technique. - Ines Jaffel; Okba Taouali; Elyes Elaissi; Hassani Messaoud (IMA J. Math. Control. Inf., 2013)

On the application of recursive principal component analysis method to fault detection and isolation. - Ines Jaffel; Okba Taouali; Ilyes Elaissi; Hédi Massaoud (ICSC, 2015)

Online process monitoring based on kernel method. - Radhia Fezai; Ines Jaffel; Okba Taouali; Mohamed Faouzi Harkat; Nasreddine Bouguila (ICCAD, 2017)

Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC. - Ines Jaffel; Radhia Fezai; Okba Taouali; Mohamed Faouzi Harkat; Hassani Messaoud (ICCAD, 2017)

Fault detection and isolation in nonlinear systems with partial Reduced Kernel Principal Component Analysis method. - Ines Jaffel; Okba Taouali; Mohamed Faouzi Harkat; Hassani Messaoud (Trans. Inst. Meas. Control, 2018)

An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification. - Syrine Neffati; Khaoula Ben Abdellafou; Ines Jaffel; Okba Taouali; Kais Bouzrara (Int. J. Imaging Syst. Technol., 2019)

Fault detection based on Principal Component Analysis in the context of Missing Data. - Yosra Fatnassi; Ines Jaffel; Mohamed Guerfel; Nasreddine Bouguila (ICCAD, 2024)