Image Super-Resolution using a Bayesian approach with a Gauss-Markov-Potts prior. - Majdi Mansouri; Ali Mohammad-Djafari (IPCV, 2009)

Joint Multiple Target Tracking and Channel Estimation in Wireless Sensor Networks. - Majdi Mansouri; Hichem Snoussi; Cédric Richard (GLOBECOM, 2010)

Multi-Agent System Based Wireless Sensor Network for Crisis Management. - Ahmad Sardouk; Majdi Mansouri; Leïla Merghem-Boulahia; Dominique Gaïti; Rana Rahim-Amoud (GLOBECOM, 2010)

A Sensor Selection Method for Target Tracking in Wireless Sensor Networks Using Quantized Variational Filtering. - Majdi Mansouri; Hichem Snoussi; Cédric Richard (VTC Fall, 2010)

Genetic Algorithm Optimization for Quantized Target Tracking in Wireless Sensor Networks. - Majdi Mansouri; Lyes Khoukhi; Hazem N. Nounou; Mohamed N. Nounou (GLOBECOM, 2011)

WIRS: Resource Reservation and Traffic Regulation for QoS Support in Wireless Mesh Networks. - Ali El Masri; Lyes Khoukhi; Ahmad Sardouk; Majdi Mansouri; Dominique Gaïti (GLOBECOM, 2011)

Secure quantized target tracking in wireless sensor networks. - Majdi Mansouri; Lyes Khoukhi (IWCMC, 2011)

Quantized variational filtering for target tracking and relay localization in sensor networks. - Majdi Mansouri; Lyes Khoukhi; Hichem Snoussi; Cédric Richard (IWCMC, 2011)

Optimal path selection for quantized target tracking in distributed sensor networks. - Majdi Mansouri; Hichem Snoussi; Cédric Richard (IWCMC, 2011)

Channel estimation and multiple target tracking in wireless sensor networks based on quantised proximity sensors. - Majdi Mansouri; Hichem Snoussi; Cédric Richard (IET Wirel. Sens. Syst., 2011)

Adaptive quantized target tracking in wireless sensor networks. - Majdi Mansouri; Ilham Ouachani; Hichem Snoussi; Cédric Richard (Wirel. Networks, 2011)

Traitement du signal collaboratif dans les réseaux de capteurs sans fils. (Collaborative signal processing in wireless sensor networks). - Majdi Mansouri (2011)

Robust routing for target tracking in quantized sensor networks. - Majdi Mansouri; Lyes Khoukhi; Hazem N. Nounou; Mohamed N. Nounou (IWCMC, 2012)

States and parameters estimation in induction motor using Bayesian techniques. - Majdi Mansouri; Mostefa Mohamed-Seghir; Hazem N. Nounou; Mohamed N. Nounou; Haitham Abu-Rub (SSD, 2013)

Estimation of nonlinear control parameters in induction machine using particle filtering. - Majdi Mansouri; Mostefa Mohamed-Seghir; Hazem N. Nounou; Mohamed N. Nounou; Haitham Abu-Rub (SSD, 2013)

State estimation of a chemical reactor process model - A comparative study. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2013)

Crisis management using MAS-based wireless sensor networks. - Ahmad Sardouk; Majdi Mansouri; Leïla Merghem-Boulahia; Dominique Gaïti; Rana Rahim-Amoud (Comput. Networks, 2013)

Secure and robust clustering for quantized target tracking in wireless sensor networks. - Majdi Mansouri; Lyes Khoukhi; Hazem N. Nounou; Mohamed N. Nounou (J. Commun. Networks, 2013)

Model-based and model-free filtering of genomic data. - Mohamed N. Nounou; Hazem N. Nounou; Majdi Mansouri (Netw. Model. Anal. Health Informatics Bioinform., 2013)

Improved particle filtering for state and parameter estimation- CSTR model. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2014)

State estimation and application to induction machines - A comparative study. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2014)

Kullback-Leibler divergence -based improved particle filter. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2014)

Predicting Grain Protein Content of Winter Wheat. - Majdi Mansouri; Marie-France Destain; Benjamin Dumont (ESANN, 2014)

State and parameter estimation for nonlinear biological phenomena modeled by S-systems. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta (Digit. Signal Process., 2014)

Parameter identification of the STICS crop model, using an accelerated formal MCMC approach. - Destain Dumont; Vincent Leemans; Majdi Mansouri; Bernard Bodson; Jean-Pierre Destain; Marie-France Destain (Environ. Model. Softw., 2014)

Genetic Algorithm-based Adaptive Optimization for Target Tracking in Wireless Sensor Networks. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (J. Signal Process. Syst., 2014)

Optimal sensor and path selection for target tracking in wireless sensor networks. - Majdi Mansouri (Wirel. Commun. Mob. Comput., 2014)

Parameter identification for nonlinear biological phenomena modeled by S-systems. - Majdi Mansouri; Onur Avci; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2015)

Iterated Square Root Unscented Kalman Filter for state estimation - CSTR model. - Majdi Mansouri; Onur Avci; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2015)

An improved particle filtering for time-varying nonlinear prediction of biomass and grain protein content. - Majdi Mansouri; Marie-France Destain (Comput. Electron. Agric., 2015)

Bayesian method for states estimation in structural health monitoring application. - Marwa Chaabane 002; Majdi Mansouri; Nouha Jaoua; Ahmed Ben Hamida; Hazem N. Nounou (ATSIP, 2016)

States and parameters estimation for biomass substrate hypothetical system. - Imen Baklouti; Majdi Mansouri; Mohamed N. Nounou; Nouha Jaoua; Ahmed Ben Hamida (ATSIP, 2016)

Generalized Hebbian Algorithm for fault detection of CSTR model. - Raoudha Baklouti; Majdi Mansouri; Mohamed N. Nounou; Zaineb Ben Messaoud; Ahmed Ben Hamida (ATSIP, 2016)

Estimation of gait parameter using sonoelastography in children with cerebral palsy. - Majdi Mansouri; Parmida Moradi Birgani; Mohamad Reza Kharazi; Mahboube Lotfian; M. Naeimipoor; Mehdi M. Mirbagheri (EMBC, 2016)

Iterated Robust kernel Fuzzy Principal Component Analysis and application to fault detection. - Raoudha Baklouti; Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou; Ahmed Ben Hamida (J. Comput. Sci., 2016)

Fault detection of chemical processes using KPCA-based GLRT technique. - Raoudha Baklouti; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Mohamed Ben Slima; Ahmed Ben Hamida (ATSIP, 2017)

Fault detection in a wastewater treatment plant. - Imen Baklouti; Majdi Mansouri; Hazem N. Nounou; Mohamed Ben Slima; Ahmed Ben Hamida (ATSIP, 2017)

Damage detection in structural health monitoring using kernel PLS based GLR. - Marwa Chaabane 002; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Mohamed Ben Slima; Ahmed Ben Hamida (ATSIP, 2017)

Fault detection of nonlinear systems using an improved KPCA method. - M. Ziyan Sheriff; M. Nazmul Karim; Mohamed N. Nounou; Hazem N. Nounou; Majdi Mansouri (CoDIT, 2017)

Monitoring of chemical processes using improved multiscale KPCA. - M. Ziyan Sheriff; M. Nazmul Karim; Mohamed N. Nounou; Hazem N. Nounou; Majdi Mansouri (CoDIT, 2017)

Fault detection of chemical processes using improved generalized likelihood ratio test. - Majdi Mansouri; Hazem N. Nounou; Mohamed Faouzi Harkat; Mohamed N. Nounou (DSP, 2017)

Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA. - Radhia Fezai; Majdi Mansouri; Okba Taouali; Mohamed Faouzi Harkat; Nasreddine Bouguila (SSD, 2018)

Max-Double Adaptive EWMA for Fault Detection of Wastewater Treatment Plants. - Imen Baklouti; Majdi Mansouri; Ahmed Ben Hamida; Hazem N. Nounou; Mohamed N. Nounou (AICCSA, 2018)

Improved shewhart chart for damage detection of structural health monitoring systems. - Marwa Chaabane 002; Ahmed Ben Hamida; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (ATSIP, 2018)

Effective monitoring of an air quality network. - Raoudha Baklouti; Ahmed Ben Hamida; Majdi Mansouri; Mohamed Faouzi Harkat; Mohamed N. Nounou; Hazem N. Nounou (ATSIP, 2018)

Fault detection using UKF-based optimized EWMA method in wastewater treatment plant. - Imen Baklouti Djmal; Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou; Ahmed Ben Hamida (ATSIP, 2018)

Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection. - Marwa Chaabane 002; Majdi Mansouri; Ahmed Ben Hamida; Hazem N. Nounou; Mohamed N. Nounou (ECC, 2018)

Improved Statistical Method Based Exponentially Weighted GLRT Chart and Its Application to Fault Detection. - Raoudha Baklouti; Majdi Mansouri; Ahmed Ben Hamida; Hazem N. Nounou; Mohamed N. Nounou (ECC, 2018)

Fault Detection of the Tennessee Eastman Process using Online Reduced Kernel PCA. - Radhia Fazai; Majdi Mansouri; Okba Taouali; Mohamed Faouzi Harkat; Nasreddine Bouguila; Mohamed N. Nounou (ECC, 2018)

Uncertain Dynamic Process Monitoring Using Moving Window PCA for Interval-Valued Data. - Mohamed Faouzi Harkat; Tarek Ait Izem; Frédéric Kratz; Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou (DX, 2018)

Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. - Raoudha Baklouti; Ahmed Ben Hamida; Majdi Mansouri; Mohamed Faouzi Harkat; Hazem N. Nounou; Mohamed N. Nounou (SMC, 2018)

Novel Fault Detection Approach of Biological Wastewater Treatment Plants. - Imen Baklouti; Majdi Mansouri; Ahmed Ben Hamida; Hazem N. Nounou; Mohamed N. Nounou (SMC, 2018)

Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network. - Radhia Fazai; Majdi Mansouri; Okba Taouali; Mohamed Faouzi Harkat; Hazem N. Nounou (SMC, 2018)

Diagnosis of nonlinear systems using reduced kernel principal component analysis. - Radhia Fezai; Kamaleldin Abodayeh; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (ICCAD, 2019)

Performance Analysis of 5G NR Synchronization Procedure with Imperfect Channel State Information. - Aymen Omri; Mohammad Shaqfeh; Majdi Mansouri; Hussein M. Alnuweiri (ICTC, 2019)

Performance Analysis of D2D-Enabled 5G NR Networks. - Aymen Omri; Mohammad Shaqfeh; Majdi Mansouri; Fawaz S. Al-Qahtani; Hussein M. M. Alnuweiri (ICTC, 2019)

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 Gaussian process regression for fault detection of Biological Systems. - Radhia Fezai; Majdi Mansouri; Nasreddine Bouguila; Hazem N. Nounou; Mohamed N. Nounou (IINTEC, 2019)

Reduced Gaussian process regression for fault detection of chemical processes. - Radhia Fezai; Majdi Mansouri; Nasreddine Bouguila; Hazem N. Nounou; Mohamed N. Nounou (IINTEC, 2019)

Enhanced Machine Learning Approaches for Diagnosing Building Systems. - Sondes Gharsellaoui; Majdi Mansouri; Shady S. Refaat; Haitham Abu-Rub; Hassani Messaoud (IINTEC, 2019)

Multiscale Gaussian Process Regression-Based GLRT for Water Quality Monitoring. - Radhia Fazai; Majdi Mansouri; Kamal Abodayeh; Vicenç Puig; Mohamed Selmi; Hazem N. Nounou; Mohamed N. Nounou (SysTol, 2019)

Machine Learning-Based Statistical Hypothesis Testing for Fault Detection. - Radhia Fazai; Majdi Mansouri; Kamal Abodayeh; Mohamed Trabelsi 001; Hazem N. Nounou; Mohamed N. Nounou (SysTol, 2019)

Multiscale Gaussian process regression-based generalized likelihood ratio test for fault detection in water distribution networks. - Radhia Fazai; Majdi Mansouri; Kamal Abodayeh; Vicenç Puig; M.-I. Noori Raouf; Hazem N. Nounou; Mohamed N. Nounou (Eng. Appl. Artif. Intell., 2019)

Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test. - Mohamed Faouzi Harkat; Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou (Inf. Sci., 2019)

Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection. - Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

New online kernel method with the Tabu search algorithm for process monitoring. - Hajer Lahdhiri; Khaoula Ben Abdellafou; Okba Taouali; Majdi Mansouri; Ouajdi Korbaa (Trans. Inst. Meas. Control, 2019)

Fault detection in photovoltaic systems using machine learning technique. - Khadija Attouri; Mansour Hajji; Majdi Mansouri; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2020)

Machine learning approaches for fault detection and diagnosis of induction motors. - Lamia Belguesmi; Mansour Hajji; Majdi Mansouri; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2020)

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)

Fault detection and diagnosis in grid-connected photovoltaic systems. - Amal Hichri; Mansour Hajji; Majdi Mansouri; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2020)

Efficient fault detection and diagnosis of wind energy converter systems. - Zahra Yahyaoui; Mansour Hajji; Majdi Mansouri; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2020)

Enhanced data-driven Damage Detection for Structural Health Monitoring Systems. - Marwa Chaabane 002; Ahmed Ben Hamida; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (ATSIP, 2020)

EWMA Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. - Raoudha Baklouti; Ahmed Ben Hamida; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (ATSIP, 2020)

Fault Detection in Waste Water Treatment Plants using Improved Particle Filter-based Optimized EWMA. - Imen Baklouti; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Ahmed Ben Hamida (ATSIP, 2020)

Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS. - Radhia Fezai; Kamaleldin Abodayeh; Majdi Mansouri; Abdelmalek Kouadri; Mohamed Faouzi Harkat; Hazem N. Nounou; Mohamed N. Nounou; Hassani Messaoud (IEEE Access, 2020)

Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems. - Sondes Gharsellaoui; Majdi Mansouri; Mohamed Trabelsi 001; Mohamed Faouzi Harkat; Shady S. Refaat; Hassani Messaoud (IEEE Access, 2020)

A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems. - Majdi Mansouri; Radhia Fezai; Mohamed Trabelsi 001; Mansour Hajji; Mohamed Faouzi Harkat; Hazem N. Nounou; Mohamed N. Nounou; Kais Bouzrara (IEEE Access, 2020)

Partial kernel PCA-based GLRT for fault diagnosis of nonlinear processes. - Radhia Fezai; Majdi Mansouri; Kamaleldin Abodayeh; Hazem N. Nounou; Mohamed N. Nounou; Hassani Messaoud (J. Intell. Fuzzy Syst., 2020)

Faults Classification in Grid-Connected Photovoltaic Systems. - Khadija Attouri; Mansour Hajji; Majdi Mansouri; Hazem N. Nounou; Abdelmalek Kouadri; Kais Bouzrara (SSD, 2021)

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)

Reduced GPR based RF Approach for Fault Diagnosis of Wind Energy Conversion Systems. - Radhia Fezai; Kais Bouzrara; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Mohamed Trabelsi 001 (SSD, 2021)

Random forest-based nonlinear improved feature extraction and selection for fault classification. - Radhia Fezai; Kais Bouzrara; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Mohamed Trabelsi 001 (SSD, 2021)

A Novel Leak Detection Approach in Water Distribution Networks. - Radhia Fezai; Kais Bouzrara; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Vicenç Puig (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)

Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects. - Majdi Mansouri; Mohamed Trabelsi 001; Hazem N. Nounou; Mohamed N. Nounou (IEEE Access, 2021)

Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems. - Mansour Hajji; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Kamaleldin Abodayeh; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (Eur. J. Control, 2021)

Enhanced operation of wastewater treatment plant using state estimation-based fault detection strategies. - Imen Baklouti; Majdi Mansouri; Ahmed Ben Hamida; Hazem Numan Nounou; Mohamed N. Nounou (Int. J. Control, 2021)

Online statistical hypothesis test for leak detection in water distribution networks. - Radhia Fezai; Majdi Mansouri; Kamaleldin Abodayeh; Hazem N. Nounou; Mohamed N. Nounou; Vicenç Puig; Kais Bouzrara (J. Intell. Fuzzy Syst., 2021)

Fault diagnosis of biological systems using improved machine learning technique. - Radhia Fezai; Kamaleldin Abodayeh; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (Int. J. Mach. Learn. Cybern., 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)

Deep Learning based Fault Diagnosis in a Grid-Connected Photovoltaic Systems. - Amal Hichri; Mansour Hajji; Majdi Mansouri; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2022)

Short Time Forecasting for Wind Power Generation Using Artificial Neural Network. - Jannet Jamii; Majdi Mansouri; Mohamed Faouzi Mimouni (SSD, 2022)

Deep Learning for Fault Detection and Diagnosis: Application to Photovoltaic System. - Manel Marweni; Radhia Fezai; Mansour Hajji; Majdi Mansouri (SSD, 2022)

Effective Fault Diagnosis in Grid Connected Photovoltaic Systems Using Multiscale PCA based Artificial Neural Network Technique. - Khadija Attouri; Majdi Mansouri; Mansour Hajji; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (CoDIT, 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)

Fault Classification using Deep Learning in a Grid-Connected Photovoltaic Systems. - Amal Hichri; Majdi Mansouri; Mansour Hajji; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (CoDIT, 2022)

Efficient Fault Detection and Diagnosis in Photovoltaic System Using Deep Learning Technique. - Manel Marweni; Radhia Fezai; Mansour Hajji; Majdi Mansouri; Kais Bouzrara; Hazem N. Nounou; Mohamed N. Nounou (CoDIT, 2022)

Kernel PCA based BiLSTM for Fault Detection and Diagnosis for Wind Energy Converter Systems. - Zahra Yahyaoui; Mansour Hajji; 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)

An Effective Random Forest based Long-Term Wind Power Forecasting Technique. - Jannet Jamii; Mohamed Trabelsi 001; Majdi Mansouri; Mohamed Faouzi Mimouni (SSD, 2023)

Solar Irradiance Forecasting using Gaussian Process Regression Model. - Nesrine Omri; Jannet Jamii; Majdi Mansouri; Mohamed Faouzi Mimouni (SSD, 2023)

Robust Variable Structure Control Approach of Two Series-Connected Five-Phase PMSMs Under Healthy and Faulty Operation Modes. - Ali Ajmi; Saber Krim; Anissa Hosseyni; Majdi Mansouri; Mohamed Faouzi Mimouni (IEEE Access, 2023)

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)

Real-Time Fault Detection and Diagnosis Method for Industrial Chemical Tennessee Eastman Process. - Khadija Attouri; Majdi Mansouri; Mansour Hajji; Abdelmalek Kouadri; Kais Bouzrara; Hazem N. Nounou (CoDIT, 2024)

Real-Time Fault Detection Scheme for Industrial Chemical Tennessee Eastman Process. - Khadija Attouri; Majdi Mansouri; Mansour Hajji; Abdelmalek Kouadri; Kais Bouzrara; Hazem N. Nounou (CoDIT, 2024)

Implementation of Genetic Algorithm Optimization based Artificial Neural Network on Raspberry Pi for Fault Diagnosis. - Amal Hichri; Wajdi Saadaoui; Mansour Hajji; Majdi Mansouri; Mohamed N. Nounou; Kais Bouzrara (CoDIT, 2024)

Multiscale Kernel PCA for Fault Detection in Autonomous Vehicule. - Jannet Jamii; Romdhan Nasri; Majdi Mansouri; Mohamed Faouzi Mimouni; Zouhair Afi; Vicenç Puig (CoDIT, 2024)

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)

Raspberry Pi-Based Monitoring System for Grid-Connected PV Systems using Deep Learning Technique. - Zahra Yahyaoui; Wajdi Saadaoui; Mansour Hajji; Majdi Mansouri; Mohamed N. Nounou; Kais Bouzrara (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)

Fuzzy Logic Adaptive Crow Search Algorithm for MPPT of a Partially Shaded Photovoltaic System. - Mohamed Ali Zeddini; Saber Krim; Majdi Mansouri; Mohamed Faouzi Mimouni; Anis Sakly (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)

Artificial Intelligence Techniques With Digital Twin for Fault Diagnosis in Interconnected Systems: A Review. - Imen Nakti; Majdi Mansouri; Rami Al-Hmouz; Atef Khedher (IEEE Access, 2025)

A Novel Data-Driven MPC Framework Using KDE and KPCA for Autonomous Vehicles. - Romdhan Nasri; Jannet Jamii; Majdi Mansouri; Zouhaier Affi; Vicenç Puig (IEEE Access, 2025)

Robust Current Sensor Fault-Tolerant Controller Using Third Order Super-Twisting Sliding Mode Observer and Controller for Induction Motors. - Rakia Tarkhani; Saber Krim; Majdi Mansouri; Mohamed Faouzi Mimouni (IEEE Access, 2025)

Fault diagnosis of uncertain photovoltaic systems using deep recurrent neural networks based Lissajous curves. - Zahra Yahyaoui; Walid Touti; Mansour Hajji; Majdi Mansouri; Yassine Bouazzi; Kais Bouzrara (Comput. Electr. Eng., 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)