Mohamed Faouzi Harkat

34 papers A 3B 2C 3Misc 1Journal 13Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Data size reduction approach for nonlinear process monitoring refinement using Kernel PCA technique. Expert Syst. Appl. Mohammed Tahar Habib Kaib, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri
2025	J	`jnl`	Enhancing Fault Detection in Stochastic Environments Using Interval-Valued KPCA: A Cement Rotary Kiln Case Study. IEEE Access Abdelhalim Louifi, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri
2025	J	`jnl`	Machine Learning for Smart Soil Monitoring. Comput. Mater. Continua Khaoula Ben Abdellafou, Kamel Zidi, Ahamed Aljuhani, Okba Taouali, Mohamed Faouzi Harkat
2024	C	`conf`	Dynamic Interval-Valued PCA for Enhanced Fault Detection. CoDIT Lahcene Rouani, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Abderazak Bensmail, Majdi Mansouri, Mohamed N. Nounou
2024	J	`jnl`	Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval. IEEE Access Mohammed Tahar Habib Kaib, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri
2024	J	`jnl`	Novel intrusion detection system based on a downsized kernel method for cybersecurity in smart agriculture. Eng. Appl. Artif. Intell. Kamel Zidi, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali, Mohamed Faouzi Harkat
2024	C	`conf`	Uncertainty Quantification Kernel PCA: Enhancing Fault Detection in Interval-Valued Data. CoDIT Abdelhalim Louifi, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri, Hazem N. Nounou
2023	J	`jnl`	Intelligent Intrusion Detection System for the Internet of Medical Things Based on Data-Driven Techniques. Comput. Syst. Sci. Eng. Okba Taouali, Sawcen Bacha, Khaoula Ben Abdellafou, Ahamed Aljuhani, Kamel Zidi, Rehab Alanazi, Mohamed Faouzi Harkat
2022	—	`conf`	Interval Valued PCA-Based Approach For Fault Detection In Complex Systems. SSD Abdelhalim Louifi, Salah Eddine Louhab, Abdelmalek Kouadri, Lahcene Rouani, Abderazak Bensmail, Mohamed Faouzi Harkat
2021	J	`jnl`	Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems. Eur. J. Control Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2020	J	`jnl`	A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems. IEEE Access Majdi Mansouri, Radhia Fezai, Mohamed Trabelsi, Mansour Hajji, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Kais Bouzrara
2020	—	`conf`	Efficient fault detection and diagnosis of wind energy converter systems. SSD Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020	—	`conf`	Fault detection and diagnosis in grid-connected photovoltaic systems. SSD Amal Hichri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020	—	`conf`	Fault detection in photovoltaic systems using machine learning technique. SSD Khadija Attouri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020	—	`conf`	Fault detection of uncertain nonlinear process using interval-valued data-driven approach. SSD Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
2020	J	`jnl`	Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems. IEEE Access Sondes Gharsellaoui, Majdi Mansouri, Mohamed Trabelsi, Mohamed Faouzi Harkat, Shady S. Refaat, Hassani Messaoud
2020	—	`conf`	Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring. SSD Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
2020	—	`conf`	Machine learning approaches for fault detection and diagnosis of induction motors. SSD Lamia Belguesmi, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020	J	`jnl`	Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS. IEEE Access Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud
2019	J	`jnl`	Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test. Inf. Sci. Mohamed Faouzi Harkat, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
2018	Misc	`conf`	Effective monitoring of an air quality network. ATSIP Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Mohamed Faouzi Harkat, Mohamed N. Nounou, Hazem N. Nounou
2018	—	`conf`	Fault Detection of the Tennessee Eastman Process using Online Reduced Kernel PCA. ECC Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila, Mohamed N. Nounou
2018	—	`conf`	Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA. SSD Radhia Fezai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
2018	J	`jnl`	Fault detection and isolation in nonlinear systems with partial Reduced Kernel Principal Component Analysis method. Trans. Inst. Meas. Control Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
2018	B	`conf`	Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. SMC Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou
2018	B	`conf`	Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network. SMC Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Hazem N. Nounou
2018	—	`conf`	Uncertain Dynamic Process Monitoring Using Moving Window PCA for Interval-Valued Data. DX Mohamed Faouzi Harkat, Tarek Ait Izem, Frédéric Kratz, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
2017	A	`conf`	Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC. ICCAD Ines Jaffel, Radhia Fezai, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
2017	—	`conf`	Fault detection of chemical processes using improved generalized likelihood ratio test. DSP Majdi Mansouri, Hazem N. Nounou, Mohamed Faouzi Harkat, Mohamed N. Nounou
2017	A	`conf`	Online process monitoring based on kernel method. ICCAD Radhia Fezai, Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
2013	—	`conf`	Adaptive kernel principal component analysis for nonlinear dynamic process monitoring. ASCC Chakour Chouaib, Mohamed Faouzi Harkat, Djeghaba Messaoud
2012	C	`conf`	Combined Input Training and Radial Basis Function Neural Networks based Nonlinear Principal Components Analysis Model Applied for Process Monitoring. IJCCI Messaoud Bouakkaz, Mohamed Faouzi Harkat
2007	J	`jnl`	Sensor fault detection, isolation and reconstruction using nonlinear principal component analysis. Int. J. Autom. Comput. Mohamed Faouzi Harkat, Salah Djelel, Noureddine Doghmane, Mohamed Benouaret
2007	A	`conf`	Speech enhancement using PCA and variance of the reconstruction error model identification. INTERSPEECH Amin Haji Abolhassani, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy, Mohamed Faouzi Harkat