Radhia Fezai

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 21

Top Topics

Fault Detection

Kernel Principal Component Analysis

Machine Learning

Top Venues

Publications

Manel Marweni, Radhia Fezai, Mansour Hajji, Majdi Mansouri
Deep Learning for Fault Detection and Diagnosis: Application to Photovoltaic System. SSD (2022)
Manel Marweni, Radhia Fezai, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Efficient Fault Detection and Diagnosis in Photovoltaic System Using Deep Learning Technique. CoDIT (2022)
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi
Enhanced RF for Fault Detection and Diagnosis of Uncertain PV systems. SSD (2021)
Radhia Fezai, Majdi Mansouri, Kamaleldin Abodayeh, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig, Kais Bouzrara
Online statistical hypothesis test for leak detection in water distribution networks. J. Intell. Fuzzy Syst. 40 (5) (2021)
Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi
Reduced GPR based RF Approach for Fault Diagnosis of Wind Energy Conversion Systems. SSD (2021)
Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Trabelsi
Random forest-based nonlinear improved feature extraction and selection for fault classification. SSD (2021)
Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Mohamed Trabelsi, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation. IEEE Access 9 (2021)
Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Fault diagnosis of biological systems using improved machine learning technique. Int. J. Mach. Learn. Cybern. 12 (2) (2021)
Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Vicenç Puig
A Novel Leak Detection Approach in Water Distribution Networks. SSD (2021)
Radhia Fezai, Majdi Mansouri, Kamaleldin Abodayeh, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud
Partial kernel PCA-based GLRT for fault diagnosis of nonlinear processes. J. Intell. Fuzzy Syst. 38 (4) (2020)
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring. SSD (2020)
Majdi Mansouri, Radhia Fezai, Mohamed Trabelsi, Mansour Hajji, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Kais Bouzrara
A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems. IEEE Access 8 (2020)
Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud
Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS. IEEE Access 8 (2020)
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
Fault detection of uncertain nonlinear process using interval-valued data-driven approach. SSD (2020)
Khaled Dhibi, Radhia Fezai, Majdi Mansouri, Abdelmalek Kouadri, Kais Bouzrara
Machine Learning based Reduced Kernel PCA for Nonlinear Process Monitoring. IINTEC (2019)
Radhia Fezai, Majdi Mansouri, Nasreddine Bouguila, Hazem N. Nounou, Mohamed N. Nounou
Reduced Gaussian process regression for fault detection of chemical processes. IINTEC (2019)
Radhia Fezai, Majdi Mansouri, Nasreddine Bouguila, Hazem N. Nounou, Mohamed N. Nounou
Machine learning based Gaussian process regression for fault detection of Biological Systems. IINTEC (2019)
Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Diagnosis of nonlinear systems using reduced kernel principal component analysis. ICCAD (2019)
Radhia Fezai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA. SSD (2018)
Ines Jaffel, Radhia Fezai, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC. ICCAD (2017)
Radhia Fezai, Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
Online process monitoring based on kernel method. ICCAD (2017)