Radhia Fezai

According to our database, Radhia Fezai authored at least 21 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Proceedings of the 8th International Conference on Control, 2022

Deep Learning for Fault Detection and Diagnosis: Application to Photovoltaic System.

Manel Marweni, Radhia Fezai, Mansour Hajji, Majdi Mansouri

Proceedings of the 19th International Multi-Conference on Systems, Signals & Devices, 2022

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

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

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, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou

IEEE Access, 2021

A Novel Leak Detection Approach in Water Distribution Networks.

Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 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

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 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

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 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

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

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

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, Mansour Hajji, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Kais Bouzrara

IEEE Access, 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

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

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 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

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019

Reduced Gaussian process regression for fault detection of chemical processes.

Radhia Fezai, Majdi Mansouri, Nasreddine Bouguila, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the International Conference on Internet of Things, 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

Proceedings of the International Conference on Internet of Things, 2019

Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring.

Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Abdelmalek Kouadri, Kais Bouzrara

Proceedings of the International Conference on Internet of Things, 2019

Diagnosis of nonlinear systems using reduced kernel principal component analysis.

Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou

Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

2018

Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA.

Radhia Fezai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila

Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

2017

Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC.

Ines Jaffel, Radhia Fezai, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Online process monitoring based on kernel method.

Radhia Fezai, Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017