Hazem N. Nounou

ORCID

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 68

Top Venues

Publications

Khaled Dhibi, Majdi Mansouri, Mohamed Trabelsi, Kamaleldin Abodayeh, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems. IEEE Access 11 (2023)
Nour Basha, Costas Kravaris, Hazem N. Nounou, Mohamed N. Nounou
Bayesian-optimized Gaussian process-based fault classification in industrial processes. Comput. Chem. Eng. 170 (2023)
Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Kernel PCA based BiLSTM for Fault Detection and Diagnosis for Wind Energy Converter Systems. CoDIT (2022)
Khadija Attouri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Effective Fault Diagnosis in Grid Connected Photovoltaic Systems Using Multiscale PCA based Artificial Neural Network Technique. CoDIT (2022)
Khaled Dhibi, Majdi Mansouri, Kamaleldin Abodayeh, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Interval-Valued Reduced Ensemble Learning Based Fault Detection and Diagnosis Techniques for Uncertain Grid-Connected PV Systems. IEEE Access 10 (2022)
Amal Hichri, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Fault Classification using Deep Learning in a Grid-Connected Photovoltaic Systems. CoDIT (2022)
Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Reduced KPCA based Ensemble Learning Approach for Fault Diagnosis of Grid-Connected PV Systems. SSD (2022)
Amal Hichri, Mansour Hajji, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Deep Learning based Fault Diagnosis in a Grid-Connected Photovoltaic Systems. 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)
Majdi Mansouri, Khaled Dhibi, Hazem N. Nounou, Mohamed N. Nounou
Interval-Valued SVM Based ABO for Fault Detection and Diagnosis of Wind Energy Conversion Systems. IEEE Access 10 (2022)
Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Improved Ensemble Approach for Fault Diagnosis of Wind Energy Conversion Systems. CoDIT (2022)
Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Uncertain Fault Diagnosis of Grid-Connected PV Systems based Improved Data-Driven Paradigms. SSD (2022)
Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
Enhanced Recurrent Neural Network for Fault Diagnosis of Uncertain Wind Energy Conversion Systems. CoDIT (2022)
Byanne Malluhi, Hazem N. Nounou, Mohamed N. Nounou
Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation. Sensors 22 (15) (2022)
Khaled Dhibi, Majdi Mansouri, Kais Bouzrara, Hazem N. Nounou, Mohamed N. Nounou
An Enhanced Ensemble Learning-Based Fault Detection and Diagnosis for Grid-Connected PV Systems. IEEE Access 9 (2021)
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)
M. Ziyan Sheriff, M. Nazmul Karim, Costas Kravaris, Hazem N. Nounou, Mohamed N. Nounou
Improved Multiscale Multivariate Process Monitoring Methods. ACC (2021)
Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems. Eur. J. Control 59 (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)
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara
Faults Classification in Grid-Connected Photovoltaic Systems. SSD (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)
Majdi Mansouri, Mohamed Trabelsi, Hazem N. Nounou, Mohamed N. Nounou
Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects. 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)
Imen Baklouti, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Ahmed Ben Hamida
Fault Detection in Waste Water Treatment Plants using Improved Particle Filter-based Optimized EWMA. ATSIP (2020)
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)
Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Efficient fault detection and diagnosis of wind energy converter systems. SSD (2020)
Lamia Belguesmi, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Machine learning approaches for fault detection and diagnosis of induction motors. SSD (2020)
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Fault detection in photovoltaic systems using machine learning technique. SSD (2020)
Amal Hichri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Fault detection and diagnosis in grid-connected photovoltaic systems. SSD (2020)
Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
EWMA Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. ATSIP (2020)
Marwa Chaabane, Ahmed Ben Hamida, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Enhanced data-driven Damage Detection for Structural Health Monitoring Systems. ATSIP (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)
Nour Basha, M. Ziyan Sheriff, Costas Kravaris, Hazem N. Nounou, Mohamed N. Nounou
Multiclass data classification using fault detection-based techniques. Comput. Chem. Eng. 136 (2020)
Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection. IEEE Trans. Emerg. Top. Comput. Intell. 3 (1) (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)
Mohamed Faouzi Harkat, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test. Inf. Sci. 490 (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 Fazai, Majdi Mansouri, Kamal Abodayeh, Mohamed Trabelsi, Hazem N. Nounou, Mohamed N. Nounou
Machine Learning-Based Statistical Hypothesis Testing for Fault Detection. SysTol (2019)
Radhia Fazai, Majdi Mansouri, Kamal Abodayeh, Vicenç Puig, Mohamed Selmi, Hazem N. Nounou, Mohamed N. Nounou
Multiscale Gaussian Process Regression-Based GLRT for Water Quality Monitoring. SysTol (2019)
Radhia Fazai, Majdi Mansouri, Kamal Abodayeh, Vicenç Puig, M.-I. Noori Raouf, Hazem N. Nounou, Mohamed N. Nounou
Multiscale Gaussian process regression-based generalized likelihood ratio test for fault detection in water distribution networks. Eng. Appl. Artif. Intell. 85 (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)
Marwa Chaabane, Ahmed Ben Hamida, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Improved shewhart chart for damage detection of structural health monitoring systems. ATSIP (2018)
M. Ziyan Sheriff, M. Nazmul Karim, Hazem N. Nounou, Mohamed N. Nounou
Process monitoring using PCA-based GLR methods: A comparative study. J. Comput. Sci. 27 (2018)
Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou
Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. SMC (2018)
Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Hazem N. Nounou
Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network. SMC (2018)
Imen Baklouti Djmal, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou, Ahmed Ben Hamida
Fault detection using UKF-based optimized EWMA method in wastewater treatment plant. ATSIP (2018)
Imen Baklouti, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou
Novel Fault Detection Approach of Biological Wastewater Treatment Plants. SMC (2018)
Mohamed Faouzi Harkat, Tarek Ait Izem, Frédéric Kratz, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
Uncertain Dynamic Process Monitoring Using Moving Window PCA for Interval-Valued Data. DX (2018)
Marwa Chaabane, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou
Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection. ECC (2018)
Raoudha Baklouti, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou
Improved Statistical Method Based Exponentially Weighted GLRT Chart and Its Application to Fault Detection. ECC (2018)
Nour Basha, Mohamed N. Nounou, Hazem N. Nounou
Multivariate fault detection and classification using interval principal component analysis. J. Comput. Sci. 27 (2018)
Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Mohamed Faouzi Harkat, Mohamed N. Nounou, Hazem N. Nounou
Effective monitoring of an air quality network. ATSIP (2018)
Imen Baklouti, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou
Max-Double Adaptive EWMA for Fault Detection of Wastewater Treatment Plants. AICCSA (2018)
Imen Baklouti, Majdi Mansouri, Hazem N. Nounou, Mohamed Ben Slima, Ahmed Ben Hamida
Fault detection in a wastewater treatment plant. ATSIP (2017)
M. Ziyan Sheriff, M. Nazmul Karim, Mohamed N. Nounou, Hazem N. Nounou, Majdi Mansouri
Monitoring of chemical processes using improved multiscale KPCA. CoDIT (2017)
M. Ziyan Sheriff, M. Nazmul Karim, Mohamed N. Nounou, Hazem N. Nounou, Majdi Mansouri
Fault detection of nonlinear systems using an improved KPCA method. CoDIT (2017)
Marwa Chaabane, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Ben Slima, Ahmed Ben Hamida
Damage detection in structural health monitoring using kernel PLS based GLR. ATSIP (2017)
Majdi Mansouri, Hazem N. Nounou, Mohamed Faouzi Harkat, Mohamed N. Nounou
Fault detection of chemical processes using improved generalized likelihood ratio test. DSP (2017)
Raoudha Baklouti, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Ben Slima, Ahmed Ben Hamida
Fault detection of chemical processes using KPCA-based GLRT technique. ATSIP (2017)
Marwa Chaabane, Majdi Mansouri, Nouha Jaoua, Ahmed Ben Hamida, Hazem N. Nounou
Bayesian method for states estimation in structural health monitoring application. ATSIP (2016)
Sofiane Khadraoui, Mohamed Amine Fnaiech, Hazem N. Nounou, Mohamed N. Nounou, Jaroslaw Guzinski, Haitham Abu-Rub, Aniruddha Datta, S. P. Bhattacharyya
Measurement-based control approach for tuning PID controllers: application to induction machines. J. Control. Decis. 3 (3) (2016)
Raoudha Baklouti, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou, Ahmed Ben Hamida
Iterated Robust kernel Fuzzy Principal Component Analysis and application to fault detection. J. Comput. Sci. 15 (2016)
Sofiane Khadraoui, Fouzi Harrou, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
A measurement-based control design approach for efficient cancer chemotherapy. Inf. Sci. 333 (2016)
Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou
Fault detection in processes represented by PLS models using an EWMA control scheme. CoDIT (2016)
Navid Mohsenizadeh, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
Linear circuits: a measurement-based approach. Int. J. Circuit Theory Appl. 43 (2) (2015)
Majdi Mansouri, Onur Avci, Hazem N. Nounou, Mohamed N. Nounou
Parameter identification for nonlinear biological phenomena modeled by S-systems. SSD (2015)
Majdi Mansouri, Onur Avci, Hazem N. Nounou, Mohamed N. Nounou
Iterated Square Root Unscented Kalman Filter for state estimation - CSTR model. SSD (2015)
Bilal Wajid, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
MARAGAP: a modular approach to reference assisted genome assembly pipeline. Int. J. Comput. Biol. Drug Des. 8 (3) (2015)
Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
State and parameter estimation for nonlinear biological phenomena modeled by S-systems. Digit. Signal Process. 28 (2014)
Amina Noor, Aitzaz Ahmad, Bilal Wajid, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
A Closed-Form Solution for Transcription Factor Activity Estimation Using Network Component Analysis. AlCoB (2014)
Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
State estimation and application to induction machines - A comparative study. SSD (2014)
Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
A data-based approach for designing adaptive controllers for unknown systems. ISCCSP (2014)
Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Genetic Algorithm-based Adaptive Optimization for Target Tracking in Wireless Sensor Networks. J. Signal Process. Syst. 74 (2) (2014)
Daniel N. Mohsenizadeh, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
A new measurement based approach to the study of biological systems. ISCCSP (2014)
Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Kullback-Leibler divergence -based improved particle filter. SSD (2014)
Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
A model-free design of reduced-order controllers and application to a DC servomotor. Autom. 50 (8) (2014)
Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Improved particle filtering for state and parameter estimation- CSTR model. SSD (2014)
Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
A measurement-based approach for tuning of reduced-order controllers. ACC (2013)
Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
State estimation of a chemical reactor process model - A comparative study. SSD (2013)
Muddu Madakyaru, Mohamed N. Nounou, Hazem N. Nounou
Enhanced modeling of distillation columns using integrated multiscale latent variable regression. CICA (2013)
Muddu Madakyaru, Mohamed N. Nounou, Hazem N. Nounou
Nonlinear latent variable regression. CICA (2013)
Navid Mohsenizadeh, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
A measurement based approach to mechanical systems. ASCC (2013)
Hazem N. Nounou, Mohamed N. Nounou
Application of delay-dependent adaptive control to a continuous stirred tank reactor. CICA (2013)
Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
A control design method for unknown systems using frequency domain data. ASCC (2013)
Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou
Detecting abnormal ozone levels using PCA-based GLR hypothesis testing. CIDM (2013)
Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou
Enhanced monitoring using PCA-based GLR fault detection and multiscale filtering. CICA (2013)
Majdi Mansouri, Mostefa Mohamed-Seghir, Hazem N. Nounou, Mohamed N. Nounou, Haitham Abu-Rub
States and parameters estimation in induction motor using Bayesian techniques. SSD (2013)
Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
Robust control design method for uncertain system using a set of measurements. ACC (2013)
Aitzaz Ahmad, Davide Zennaro, Lorenzo Vangelista, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
A distributed algorithm for network-wide clock synchronization in wireless sensor networks. FUSION (2013)
Davide Zennaro, Aitzaz Ahmad, Lorenzo Vangelista, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
Network-Wide Clock Synchronization via Message Passing with Exponentially Distributed Link Delays. IEEE Trans. Commun. 61 (5) (2013)
Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
Design of reduced-order controllers using a set of measurements: Application to a DC servomotor. ACC (2013)
Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
A model-free technique for designing fixed-order controllers. CDC (2013)
Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
Parameter Estimation of Biological Phenomena: An Unscented Kalman Filter Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (2) (2013)
Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
Reverse Engineering Sparse Gene Regulatory Networks Using Cubature Kalman Filter and Compressed Sensing. Adv. Bioinformatics 2013 (2013)
Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
A measurement-based approach for designing reduced-order controllers with guaranteed bounded error. Int. J. Control 86 (9) (2013)
Aitzaz Ahmad, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
Joint Node Localization and Time-Varying Clock Synchronization in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 12 (10) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hazem N. Nounou