Interval Valued PCA-Based Approach For Fault Detection In Complex Systems. - Abdelhalim Louifi; Salah Eddine Louhab; Abdelmalek Kouadri; Lahcene Rouani; Abderazak Bensmail; Mohamed Faouzi Harkat (SSD, 2022)

Uncertainty Quantification Kernel PCA: Enhancing Fault Detection in Interval-Valued Data. - Abdelhalim Louifi; Abdelmalek Kouadri; Mohamed Faouzi Harkat; Abderazak Bensmail; Majdi Mansouri; Hazem N. Nounou (CoDIT, 2024)

Enhancing Fault Detection in Stochastic Environments Using Interval-Valued KPCA: A Cement Rotary Kiln Case Study. - Abdelhalim Louifi; Abdelmalek Kouadri; Mohamed Faouzi Harkat; Abderazak Bensmail; Majdi Mansouri (IEEE Access, 2025)