An adaptive threshold estimation scheme for abrupt changes detection algorithm in a cement rotary kiln. - Abdelmalek Kouadri; Abderazak Bensmail; Aissa Kheldoun; Larbi Refoufi (J. Comput. Appl. Math., 2014)

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)

Dynamic Interval-Valued PCA for Enhanced Fault Detection. - Lahcene Rouani; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Abderazak Bensmail; Majdi Mansouri; Mohamed N. Nounou (CoDIT, 2024)

Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval. - Mohammed Tahar Habib Kaib; Abdelmalek Kouadri; Mohamed Faouzi Harkat; Abderazak Bensmail; Majdi Mansouri (IEEE Access, 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)

Data size reduction approach for nonlinear process monitoring refinement using Kernel PCA technique. - Mohammed Tahar Habib Kaib; Abdelmalek Kouadri; Mohamed Faouzi Harkat; Abderazak Bensmail; Majdi Mansouri (Expert Syst. Appl., 2025)