Reduced complexity Volterra model of non-linear MISO system. - Abdelkader Mbarek; Tarek Garna; Kais Bouzrara; Hassani Messaoud (Int. J. Model. Identif. Control., 2012)

Online identification of the ARX model expansion on Laguerre orthonormal bases with filters on model input and output. - Kais Bouzrara; Tarek Garna; José Ragot; Hassani Messaoud (Int. J. Control, 2013)

Non-linear predictive controller for uncertain process modelled by GOBF-Volterra models. - Kais Bouzrara; Abdelkader Mbarek; Tarek Garna (Int. J. Model. Identif. Control., 2013)

Online identification of the bilinear model expansion on Laguerre orthonormal bases. - Gnaba Sarah; Tarek Garna; Kais Bouzrara; José Ragot; Hassani Messaoud (Int. J. Control, 2014)

Optimal expansions of discrete-time bilinear models using Laguerre functions. - Tarek Garna; Kais Bouzrara; José Ragot; Hassani Messaoud (IMA J. Math. Control. Inf., 2014)

System approximations based on Meixner-like models. - Safa Maraoui; Abdelkader Krifa; Kais Bouzrara (IET Signal Process., 2016)

Online identification of MIMO ARX-Laguerre model. - Imen Ben Abdelwahed; Abdelkader Mbarek; Kais Bouzrara (ICCAD, 2017)

Nonlinear predictive control based on the bilinear-Laguerre model. - Sana Achek; Tarek Garna; Kais Bouzrara (ICCAD, 2017)

Parameter complexity reduction of multivariable systems using genetic algorithm. - Ameni El Anes; Kais Bouzrara (ICCAD, 2017)

Gradient method for optimal expansions of MIMO ARX model on Laguerre bases. - Ameni El Anes; Saber Maraoui; Kais Bouzrara (ICCAD, 2017)

Centralized sliding mode control with input delay of complex system: Application to a four tank system. - Nadia Hajji; Anouar Benamor; Saber Maraoui; Kais Bouzrara (ICCAD, 2017)

Approximation of nonlinear term in model robotic. - Abdelkader Krifa; Kais Bouzrara (ICCAD, 2017)

Parametric complexity reduction of the Meixner-like model using genetic algorithms. - Safa Maraoui; Kais Bouzrara (ICCAD, 2017)

Determination of membership set of Meixner-like model parameters. - Safa Maraoui; Abdelkader Krifa; Kais Bouzrara (ICCAD, 2017)

Model reduction of discrete-time linear systems using Meixner-like filters. - Safa Maraoui; Abdelkader Krifa; Kais Bouzrara (IMA J. Math. Control. Inf., 2017)

Non-linear system modelling based on NARX model expansion on Laguerre orthonormal bases. - Imen Ben Abdelwahed; Abdelkader Mbarek; Kais Bouzrara; Tarek Garna (IET Signal Process., 2018)

Estimation of the order and the memory of Volterra model from input/output observations. - Safa Chouchane; Kais Bouzrara; Hassani Messaoud (Int. J. Model. Identif. Control., 2018)

Reduced model of linear systems via Laguerre filters. - Ameni El Anes; Kais Bouzrara; José Ragot (Trans. Inst. Meas. Control, 2018)

Identification of a linear parameter varying system based on Meixner-like model. - Safa Maraoui; Kais Bouzrara; José Ragot (Trans. Inst. Meas. Control, 2018)

New kernel method for MRI classification. - Syrine Neffati; Okba Taouali; Kais Bouzrara (SSD, 2019)

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

An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification. - Syrine Neffati; Khaoula Ben Abdellafou; Ines Jaffel; Okba Taouali; Kais Bouzrara (Int. J. Imaging Syst. Technol., 2019)

Robust predictive control based on the Meixner-like model. - Safa Maraoui; Abdelkader Krifa; Kais Bouzrara (J. Frankl. Inst., 2019)

Robust H∞ gain neuro-adaptive observer design for nonlinear uncertain systems. - Abdelkader Krifa; Kais Bouzrara (Trans. Inst. Meas. Control, 2019)

Synthesis of a Proportional Integral Derivative control law based on the Meixner-like model. - Safa Maraoui; Kais Bouzrara; José Ragot (Trans. Inst. Meas. Control, 2019)

Nonlinear distributed model predictive control for complex systems: application for hydraulic system. - Nadia Hajji; Saber Maraoui; Larbi Chrifi-Alaoui; Kais Bouzrara (Trans. Inst. Meas. Control, 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)

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)

Enhanced SVM-KPCA Method for Brain MR Image Classification. - Syrine Neffati; Khaoula Ben Abdellafou; Okba Taouali; Kais Bouzrara (Comput. J., 2020)

Robust distributed nonlinear model predictive control via dual decomposition approach based on game theory. - Nadia Hajji; Saber Maraoui; Kais Bouzrara (J. Frankl. Inst., 2020)

Nonlinear distributed model predictive control with dual decomposition and event-based communication approach. - Dine El Houda Hammami; Saber Maraoui; Kais Bouzrara (Trans. Inst. Meas. Control, 2020)

Parametric identification of linear systems using AutoRegressive with eXogenous input model expansion on Meixner-like orthonormal bases. - Safa Maraoui; Kais Bouzrara (Trans. Inst. Meas. Control, 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)

Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA. - Imen Hamrouni; Hajer Lahdhiri; Okba Taouali; Kais Bouzrara (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)

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)

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)

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)

Robust identification of nonlinear systems represented by second order NARX-Laguerre model. - Imen Ben Abdelwahed; Ameni El Anes; Kais Bouzrara (ICCAD, 2023)

Robust parametric estimation based on MIMO ARX Laguerre model. - Ameni El Anes; Imen Ben Abdelwahed; Kais Bouzrara (ICCAD, 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)

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)

Pole optimization of NARX-Laguerre model using Gradient method. - Imen Ben Abdelwahed; Ameni El Anes; Kais Bouzrara (ICCAD, 2024)

Control of Continuous Stirred Tank Reactor using PI corrector based on NARX model. - Imen Ben Abdelwahed; Kais Bouzrara (ICCAD, 2024)

PID control based on MIMO-ARX Laguerre model. - Ameni El Anes; Imen Ben Abdelwahed; Kais Bouzrara (ICCAD, 2024)

Control of pH neutralization process using NMPC based on discrete time NARX-Laguerre model. - Imen Ben Abdelwahed; Kais Bouzrara (Comput. Chem. Eng., 2024)

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)

Unsupervised Learning and Digital Twin Applied to Predictive Maintenance for Industry 4.0. - Rochdi Kerkeni; Anis Mhalla; Kais Bouzrara (J. Electr. Comput. Eng., 2025)