Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring. - Khaled Dhibi; Radhia Fezai; Majdi Mansouri; Abdelmalek Kouadri; Kais Bouzrara (IINTEC, 2019)

Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring. - Khaled Dhibi; Radhia Fezai; Kais Bouzrara; Majdi Mansouri; Abdelmalek Kouadri; Mohamed Faouzi Harkat (SSD, 2020)

Fault detection of uncertain nonlinear process using interval-valued data-driven approach. - Khaled Dhibi; Radhia Fezai; Kais Bouzrara; Majdi Mansouri; Abdelmalek Kouadri; Mohamed Faouzi Harkat (SSD, 2020)

Enhanced RF for Fault Detection and Diagnosis of Uncertain PV systems. - Khaled Dhibi; Radhia Fezai; Kais Bouzrara; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Mohamed Trabelsi 001 (SSD, 2021)

A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation. - Khaled Dhibi; Radhia Fezai; Majdi Mansouri; Mohamed Trabelsi 001; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (IEEE Access, 2021)

An Enhanced Ensemble Learning-Based Fault Detection and Diagnosis for Grid-Connected PV Systems. - Khaled Dhibi; Majdi Mansouri; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (IEEE Access, 2021)

Uncertain Fault Diagnosis of Grid-Connected PV Systems based Improved Data-Driven Paradigms. - Khaled Dhibi; Majdi Mansouri; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2022)

Reduced KPCA based Ensemble Learning Approach for Fault Diagnosis of Grid-Connected PV Systems. - Khaled Dhibi; Majdi Mansouri; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2022)

Improved Ensemble Approach for Fault Diagnosis of Wind Energy Conversion Systems. - Khaled Dhibi; Majdi Mansouri; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (CoDIT, 2022)

Enhanced Recurrent Neural Network for Fault Diagnosis of Uncertain Wind Energy Conversion Systems. - Khaled Dhibi; Majdi Mansouri; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (CoDIT, 2022)

Interval-Valued Reduced Ensemble Learning Based Fault Detection and Diagnosis Techniques for Uncertain Grid-Connected PV Systems. - Khaled Dhibi; Majdi Mansouri; Kamaleldin Abodayeh; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (IEEE Access, 2022)

Interval-Valued SVM Based ABO for Fault Detection and Diagnosis of Wind Energy Conversion Systems. - Majdi Mansouri; Khaled Dhibi; Hazem N. Nounou; Mohamed N. Nounou (IEEE Access, 2022)

Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems. - Khaled Dhibi; Majdi Mansouri; Mohamed Trabelsi 001; Kamaleldin Abodayeh; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (IEEE Access, 2023)

Advanced data-driven fault detection in gas-to-liquid plants. - Nour Basha; Radhia Fezai; Byanne Malluhi; Khaled Dhibi; Gasim Ibrahim; Hanif A. Choudhury; Mohamed S. Challiwala; Hazem N. Nounou; Nimir O. Elbashir; Mohamed N. Nounou (Comput. Chem. Eng., 2025)