Kais Bouzrara - RankMe

68 papers A 14C 10Journal 31Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fault diagnosis of uncertain photovoltaic systems using deep recurrent neural networks based Lissajous curves. Comput. Electr. Eng. Zahra Yahyaoui, Walid Touti, Mansour Hajji, Majdi Mansouri, Yassine Bouazzi, Kais Bouzrara
2025	A	`conf`	Metaheuristic-Based Pole Optimization in NARX-Laguerre Model: An Approach Using Elephant Herding Algorithm. ICCAD Imen Ben Abdelwahed, Kais Bouzrara
2025	J	`jnl`	Reduced model of MIMO systems using Meixner-like functions. Trans. Inst. Meas. Control Safa Maraoui, Ameni El Anes, Kais Bouzrara
2025	J	`jnl`	Robust Dynamic Self-Triggered DNMPC Based on ADMM for Cooperative Multi-Agent Systems. IEEE Access Dine El Houda Hammami, Saber Maraoui, Majdi Mansouri, Kais Bouzrara, Faisal Mnif
2025	J	`jnl`	Unsupervised Learning and Digital Twin Applied to Predictive Maintenance for Industry 4.0. J. Electr. Comput. Eng. Rochdi Kerkeni, Anis Mhalla, Kais Bouzrara
2024	A	`conf`	Control of Continuous Stirred Tank Reactor using PI corrector based on NARX model. ICCAD Imen Ben Abdelwahed, Kais Bouzrara
2024	J	`jnl`	Control of pH neutralization process using NMPC based on discrete time NARX-Laguerre model. Comput. Chem. Eng. Imen Ben Abdelwahed, Kais Bouzrara
2024	C	`conf`	Implementation of Genetic Algorithm Optimization based Artificial Neural Network on Raspberry Pi for Fault Diagnosis. CoDIT Amal Hichri, Wajdi Saadaoui, Mansour Hajji, Majdi Mansouri, Mohamed N. Nounou, Kais Bouzrara
2024	A	`conf`	PID control based on MIMO-ARX Laguerre model. ICCAD Ameni El Anes, Imen Ben Abdelwahed, Kais Bouzrara
2024	A	`conf`	Pole optimization of NARX-Laguerre model using Gradient method. ICCAD Imen Ben Abdelwahed, Ameni El Anes, Kais Bouzrara
2024	C	`conf`	Raspberry Pi-Based Monitoring System for Grid-Connected PV Systems using Deep Learning Technique. CoDIT Zahra Yahyaoui, Wajdi Saadaoui, Mansour Hajji, Majdi Mansouri, Mohamed N. Nounou, Kais Bouzrara
2024	C	`conf`	Real-Time Fault Detection Scheme for Industrial Chemical Tennessee Eastman Process. CoDIT Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou
2024	C	`conf`	Real-Time Fault Detection and Diagnosis Method for Industrial Chemical Tennessee Eastman Process. CoDIT Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem N. Nounou
2023	J	`jnl`	Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems. IEEE Access Khaled Dhibi, Majdi Mansouri, Mohamed Trabelsi, Kamaleldin Abodayeh, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2023	A	`conf`	Robust identification of nonlinear systems represented by second order NARX-Laguerre model. ICCAD Imen Ben Abdelwahed, Ameni El Anes, Kais Bouzrara
2023	A	`conf`	Robust parametric estimation based on MIMO ARX Laguerre model. ICCAD Ameni El Anes, Imen Ben Abdelwahed, Kais Bouzrara
2022	—	`conf`	Deep Learning based Fault Diagnosis in a Grid-Connected Photovoltaic Systems. SSD Amal Hichri, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	C	`conf`	Effective Fault Diagnosis in Grid Connected Photovoltaic Systems Using Multiscale PCA based Artificial Neural Network Technique. CoDIT Khadija Attouri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	C	`conf`	Efficient Fault Detection and Diagnosis in Photovoltaic System Using Deep Learning Technique. CoDIT Manel Marweni, Radhia Fezai, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	C	`conf`	Enhanced Recurrent Neural Network for Fault Diagnosis of Uncertain Wind Energy Conversion Systems. CoDIT Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	C	`conf`	Fault Classification using Deep Learning in a Grid-Connected Photovoltaic Systems. CoDIT Amal Hichri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	C	`conf`	Improved Ensemble Approach for Fault Diagnosis of Wind Energy Conversion Systems. CoDIT Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	J	`jnl`	Interval-Valued Reduced Ensemble Learning Based Fault Detection and Diagnosis Techniques for Uncertain Grid-Connected PV Systems. IEEE Access Khaled Dhibi, Majdi Mansouri, Kamaleldin Abodayeh, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	C	`conf`	Kernel PCA based BiLSTM for Fault Detection and Diagnosis for Wind Energy Converter Systems. CoDIT Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	—	`conf`	Reduced KPCA based Ensemble Learning Approach for Fault Diagnosis of Grid-Connected PV Systems. SSD Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2022	—	`conf`	Uncertain Fault Diagnosis of Grid-Connected PV Systems based Improved Data-Driven Paradigms. SSD Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2021	J	`jnl`	A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation. IEEE Access Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Mohamed Trabelsi, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2021	—	`conf`	A Novel Leak Detection Approach in Water Distribution Networks. SSD Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig
2021	J	`jnl`	An Enhanced Ensemble Learning-Based Fault Detection and Diagnosis for Grid-Connected PV Systems. IEEE Access Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
2021	—	`conf`	Enhanced RF for Fault Detection and Diagnosis of Uncertain PV systems. SSD Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi
2021	—	`conf`	Faults Classification in Grid-Connected Photovoltaic Systems. SSD Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara
2021	J	`jnl`	Online statistical hypothesis test for leak detection in water distribution networks. J. Intell. Fuzzy Syst. Radhia Fezai, Majdi Mansouri, Kamaleldin Abodayeh, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig, Kais Bouzrara
2021	—	`conf`	Random forest-based nonlinear improved feature extraction and selection for fault classification. SSD Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi
2021	—	`conf`	Reduced GPR based RF Approach for Fault Diagnosis of Wind Energy Conversion Systems. SSD Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi
2021	—	`conf`	Uncertain Dynamic Process Monitoring Using Moving Window Interval PCA. SSD Imen Hamrouni, Hajer Lahdhiri, Okba Taouali, Kais Bouzrara
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	J	`jnl`	Enhanced SVM-KPCA Method for Brain MR Image Classification. Comput. J. Syrine Neffati, Khaoula Ben Abdellafou, Okba Taouali, Kais Bouzrara
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	—	`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	J	`jnl`	Nonlinear distributed model predictive control with dual decomposition and event-based communication approach. Trans. Inst. Meas. Control Dine El Houda Hammami, Saber Maraoui, Kais Bouzrara
2020	J	`jnl`	Parametric identification of linear systems using AutoRegressive with eXogenous input model expansion on Meixner-like orthonormal bases. Trans. Inst. Meas. Control Safa Maraoui, Kais Bouzrara
2020	J	`jnl`	Robust distributed nonlinear model predictive control via dual decomposition approach based on game theory. J. Frankl. Inst. Nadia Hajji, Saber Maraoui, Kais Bouzrara
2019	J	`jnl`	An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification. Int. J. Imaging Syst. Technol. Syrine Neffati, Khaoula Ben Abdellafou, Ines Jaffel, Okba Taouali, Kais Bouzrara
2019	—	`conf`	Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring. IINTEC Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Abdelmalek Kouadri, Kais Bouzrara
2019	—	`conf`	New kernel method for MRI classification. SSD Syrine Neffati, Okba Taouali, Kais Bouzrara
2019	J	`jnl`	Nonlinear distributed model predictive control for complex systems: application for hydraulic system. Trans. Inst. Meas. Control Nadia Hajji, Saber Maraoui, Larbi Chrifi-Alaoui, Kais Bouzrara
2019	J	`jnl`	Robust H∞ gain neuro-adaptive observer design for nonlinear uncertain systems. Trans. Inst. Meas. Control Abdelkader Krifa, Kais Bouzrara
2019	J	`jnl`	Robust predictive control based on the Meixner-like model. J. Frankl. Inst. Safa Maraoui, Abdelkader Krifa, Kais Bouzrara
2019	J	`jnl`	Synthesis of a Proportional Integral Derivative control law based on the Meixner-like model. Trans. Inst. Meas. Control Safa Maraoui, Kais Bouzrara, José Ragot
2018	J	`jnl`	Estimation of the order and the memory of Volterra model from input/output observations. Int. J. Model. Identif. Control. Safa Chouchane, Kais Bouzrara, Hassani Messaoud
2018	J	`jnl`	Identification of a linear parameter varying system based on Meixner-like model. Trans. Inst. Meas. Control Safa Maraoui, Kais Bouzrara, José Ragot
2018	J	`jnl`	Non-linear system modelling based on NARX model expansion on Laguerre orthonormal bases. IET Signal Process. Imen Ben Abdelwahed, Abdelkader Mbarek, Kais Bouzrara, Tarek Garna
2018	J	`jnl`	Reduced model of linear systems via Laguerre filters. Trans. Inst. Meas. Control Ameni El Anes, Kais Bouzrara, José Ragot
2017	A	`conf`	Approximation of nonlinear term in model robotic. ICCAD Abdelkader Krifa, Kais Bouzrara
2017	A	`conf`	Centralized sliding mode control with input delay of complex system: Application to a four tank system. ICCAD Nadia Hajji, Anouar Benamor, Saber Maraoui, Kais Bouzrara
2017	A	`conf`	Determination of membership set of Meixner-like model parameters. ICCAD Safa Maraoui, Abdelkader Krifa, Kais Bouzrara
2017	A	`conf`	Gradient method for optimal expansions of MIMO ARX model on Laguerre bases. ICCAD Ameni El Anes, Saber Maraoui, Kais Bouzrara
2017	J	`jnl`	Model reduction of discrete-time linear systems using Meixner-like filters. IMA J. Math. Control. Inf. Safa Maraoui, Abdelkader Krifa, Kais Bouzrara
2017	A	`conf`	Nonlinear predictive control based on the bilinear-Laguerre model. ICCAD Sana Achek, Tarek Garna, Kais Bouzrara
2017	A	`conf`	Online identification of MIMO ARX-Laguerre model. ICCAD Imen Ben Abdelwahed, Abdelkader Mbarek, Kais Bouzrara
2017	A	`conf`	Parameter complexity reduction of multivariable systems using genetic algorithm. ICCAD Ameni El Anes, Kais Bouzrara
2017	A	`conf`	Parametric complexity reduction of the Meixner-like model using genetic algorithms. ICCAD Safa Maraoui, Kais Bouzrara
2016	J	`jnl`	System approximations based on Meixner-like models. IET Signal Process. Safa Maraoui, Abdelkader Krifa, Kais Bouzrara
2014	J	`jnl`	Online identification of the bilinear model expansion on Laguerre orthonormal bases. Int. J. Control Gnaba Sarah, Tarek Garna, Kais Bouzrara, José Ragot, Hassani Messaoud
2014	J	`jnl`	Optimal expansions of discrete-time bilinear models using Laguerre functions. IMA J. Math. Control. Inf. Tarek Garna, Kais Bouzrara, José Ragot, Hassani Messaoud
2013	J	`jnl`	Non-linear predictive controller for uncertain process modelled by GOBF-Volterra models. Int. J. Model. Identif. Control. Kais Bouzrara, Abdelkader Mbarek, Tarek Garna
2013	J	`jnl`	Online identification of the ARX model expansion on Laguerre orthonormal bases with filters on model input and output. Int. J. Control Kais Bouzrara, Tarek Garna, José Ragot, Hassani Messaoud
2012	J	`jnl`	Reduced complexity Volterra model of non-linear MISO system. Int. J. Model. Identif. Control. Abdelkader Mbarek, Tarek Garna, Kais Bouzrara, Hassani Messaoud