Stable auto-tuning of the adaptation gain for direct adaptive control. - Hazem N. Nounou; Kevin M. Passino (ACC, 2000)

Stable auto-tuning of the adaptation gain for indirect adaptive control. - Hazem N. Nounou; Kevin M. Passino (ACC, 2000)

Stable auto-tuning of the direction of descent for gradient-based nonlinear adaptive control systems. - Hazem N. Nounou; Kevin M. Passino (ACC, 2001)

Stable auto-tuning of the adaptation gain for continuous-time nonlinear systems. - Hazem N. Nounou; Kevin M. Passino (CDC, 2001)

Adapting the direction of the search vector for direct adaptive continuous-time nonlinear systems. - Hazem N. Nounou (CDC, 2003)

Enhanced prediction accuracy of fuzzy models using multiscale estimation. - Mohamed N. Nounou; Hazem N. Nounou (CDC, 2004)

Stable auto-tuning of adaptive fuzzy/neural controllers for nonlinear discrete-time systems. - Hazem N. Nounou; Kevin M. Passino (IEEE Trans. Fuzzy Syst., 2004)

Multiscale Fuzzy State Estimation using Stationary Wavelet Transforms. - Hazem N. Nounou (CDC/ECC, 2005)

Stable auto-tuning of hybrid adaptive fuzzy/neural controllers for nonlinear systems. - Hazem N. Nounou; Kevin M. Passino (Eng. Appl. Artif. Intell., 2005)

Delay-Dependent Adaptive Control of Uncertain Time-Delay Systems. - Hazem N. Nounou (CDC, 2006)

Adapting the search vector for direct adaptive control systems. - Hazem N. Nounou (Eng. Appl. Artif. Intell., 2006)

Multiscale fuzzy Kalman filtering. - Hazem N. Nounou; Mohamed N. Nounou (Eng. Appl. Artif. Intell., 2006)

Simultaneous output feedback stabilization of time-delay systems. - Magdi Sadek Mahmoud; Hazem N. Nounou (IMA J. Math. Control. Inf., 2006)

Variable structure adaptive control for a class of continuous time-delay systems. - Hazem N. Nounou; Magdi Sadek Mahmoud (IMA J. Math. Control. Inf., 2006)

Resilient delay-dependent adaptive control of uncertain time-delay systems. - Hazem N. Nounou; Mohamed N. Nounou (CDC, 2007)

Multiscale nonlinear system identification. - Mohamed N. Nounou; Hazem N. Nounou (CDC, 2007)

Improving the prediction and parsimony of ARX models using multiscale estimation. - Mohamed N. Nounou; Hazem N. Nounou (Appl. Soft Comput., 2007)

Application of adaptive fuzzy control to ac machines. - Hazem N. Nounou; Habib-ur Rehman 001 (Appl. Soft Comput., 2007)

Analysis and synthesis of uncertain switched discrete-time systems. - Magdi Sadek Mahmoud; Mohamed N. Nounou; Hazem N. Nounou (IMA J. Math. Control. Inf., 2007)

Robust adaptive sliding-mode control for continuous time-delay systems. - Mohamed N. Nounou; Hazem N. Nounou; Magdi Sadek Mahmoud (IMA J. Math. Control. Inf., 2007)

Resilient adaptive control of uncertain time-delay systems - a delay-dependent approach. - Hazem N. Nounou; Mohamed N. Nounou (CDC, 2008)

The PI-Controller for infinite dimensional linear systems in Banach state spaces. - Said Boulite; Said Hadd; Hazem N. Nounou; Mohamed N. Nounou (ACC, 2009)

On the admissibility of control operators for perturbed semigroups and application to time-delay systems. - Said Hadd; Said Boulite; Hazem N. Nounou; Mohamed N. Nounou (CDC, 2009)

Feedback stabilizability of infinite dimensional neutral systems. - Said Hadd; Hazem N. Nounou; Mohamed N. Nounou (CDC, 2010)

On Clock Offset Estimation in Wireless Sensor Networks with Weibull Distributed Network Delays. - Aitzaz Ahmad; Amina Noor; Erchin Serpedin; Hazem N. Nounou; Mohamed N. Nounou (ICPR, 2010)

Robust dissipative control for internet-based switching systems. - Magdi Sadek Mahmoud; Hazem N. Nounou; Yuanqing Xia (J. Frankl. Inst., 2010)

Intervention in biological phenomena modeled by S-systems: A model predictive control approach. - Nader Meskin; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Edward R. Dougherty (ACC, 2011)

Parameter estimation of biological phenomena modeled by S-systems: An Extended Kalman filter approach. - Nader Meskin; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Edward R. Dougherty (CDC/ECC, 2011)

A cubature Kalman filter approach for inferring gene regulatory networks using time series data. - Amina Noor; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (GENSiPS, 2011)

Genetic Algorithm Optimization for Quantized Target Tracking in Wireless Sensor Networks. - Majdi Mansouri; Lyes Khoukhi; Hazem N. Nounou; Mohamed N. Nounou (GLOBECOM, 2011)

Intervention in Biological Phenomena Modeled by S-Systems. - Nader Meskin; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Edward R. Dougherty (IEEE Trans. Biomed. Eng., 2011)

Joint distributed parameter and channel estimation in wireless sensor networks via variational inference. - Aitzaz Ahmad; Erchin Serpedin; Hazem N. Nounou; Mohamed N. Nounou (ACSCC, 2012)

Output-feedback model predictive control of biological phenomena modeled by S-systems. - Nader Meskin; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Edward R. Dougherty (ACC, 2012)

Wavelet-based Multiscale Filtering of Genomic Data. - Mohamed N. Nounou; Hazem N. Nounou; Nader Meskin; Aniruddha Datta (ASONAM, 2012)

A measurement based approach for linear circuit modeling and design. - Ritwik Layek; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (CDC, 2012)

Information theoretic methods for modeling of gene regulatory networks. - Amina Noor; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou; Nady Mohamed; Lotfi Chouchane (CIBCB, 2012)

MiB: A comparative assembly processing pipeline. - Bilal Wajid; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (GENSiPS, 2012)

Inferring gene regulatory networks with nonlinear models via exploiting sparsity. - Amina Noor; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (ICASSP, 2012)

Robust routing for target tracking in quantized sensor networks. - Majdi Mansouri; Lyes Khoukhi; Hazem N. Nounou; Mohamed N. Nounou (IWCMC, 2012)

Intervention in Biological Phenomena via Feedback Linearization. - Mohamed Amine Fnaiech; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta (Adv. Bioinformatics, 2012)

Optimal reference sequence selection for genome assembly using minimum description length principle. - Bilal Wajid; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (EURASIP J. Bioinform. Syst. Biol., 2012)

Inferring Gene Regulatory Networks via Nonlinear State-Space Models and Exploiting Sparsity. - Amina Noor; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Multiscale Denoising of Biological Data: A Comparative Analysis. - Mohamed N. Nounou; Hazem N. Nounou; Nader Meskin; Aniruddha Datta; Edward R. Dougherty (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Fuzzy Intervention in Biological Phenomena. - Hazem N. Nounou; Mohamed N. Nounou; Nader Meskin; Aniruddha Datta; Edward R. Dougherty (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

States and parameters estimation in induction motor using Bayesian techniques. - Majdi Mansouri; Mostefa Mohamed-Seghir; Hazem N. Nounou; Mohamed N. Nounou; Haitham Abu-Rub (SSD, 2013)

Estimation of nonlinear control parameters in induction machine using particle filtering. - Majdi Mansouri; Mostefa Mohamed-Seghir; Hazem N. Nounou; Mohamed N. Nounou; Haitham Abu-Rub (SSD, 2013)

State estimation of a chemical reactor process model - A comparative study. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2013)

A measurement-based approach for tuning of reduced-order controllers. - Sofiane Khadraoui; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (ACC, 2013)

Robust control design method for uncertain system using a set of measurements. - Sofiane Khadraoui; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (ACC, 2013)

Design of reduced-order controllers using a set of measurements: Application to a DC servomotor. - Sofiane Khadraoui; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (ACC, 2013)

A statistical fault detection strategy using PCA based EWMA control schemes. - Fouzi Harrou; Mohamed N. Nounou; Hazem N. Nounou (ASCC, 2013)

A control design method for unknown systems using frequency domain data. - Sofiane Khadraoui; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (ASCC, 2013)

A measurement based approach to mechanical systems. - Navid Mohsenizadeh; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (ASCC, 2013)

A model-free technique for designing fixed-order controllers. - Sofiane Khadraoui; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (CDC, 2013)

Enhanced monitoring using PCA-based GLR fault detection and multiscale filtering. - Fouzi Harrou; Mohamed N. Nounou; Hazem N. Nounou (CICA, 2013)

Enhanced modeling of distillation columns using integrated multiscale latent variable regression. - Muddu Madakyaru; Mohamed N. Nounou; Hazem N. Nounou (CICA, 2013)

Nonlinear latent variable regression. - Muddu Madakyaru; Mohamed N. Nounou; Hazem N. Nounou (CICA, 2013)

Application of delay-dependent adaptive control to a continuous stirred tank reactor. - Hazem N. Nounou; Mohamed N. Nounou (CICA, 2013)

Detecting abnormal ozone levels using PCA-based GLR hypothesis testing. - Fouzi Harrou; Mohamed N. Nounou; Hazem N. Nounou (CIDM, 2013)

A distributed algorithm for network-wide clock synchronization in wireless sensor networks. - Aitzaz Ahmad; Davide Zennaro; Lorenzo Vangelista; Erchin Serpedin; Hazem N. Nounou; Mohamed N. Nounou (FUSION, 2013)

Supersonic MiB. - Bilal Wajid; Ali Riza Ekti; Amina Noor; Erchin Serpedin; Muhammad Naeem Ayyaz; Hazem N. Nounou; Mohamed N. Nounou (GENSiPS, 2013)

Reverse Engineering Sparse Gene Regulatory Networks Using Cubature Kalman Filter and Compressed Sensing. - Amina Noor; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (Adv. Bioinformatics, 2013)

An Overview of the Statistical Methods Used for Inferring Gene Regulatory Networks and Protein-Protein Interaction Networks. - Amina Noor; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou; Nady Mohamed; Lotfi Chouchane (Adv. Bioinformatics, 2013)

Computational and Statistical Approaches for Modeling of Proteomic and Genomic Networks. - Mohamed N. Nounou; Hazem N. Nounou; Erchin Serpedin; Aniruddha Datta; Yufei Huang 001 (Adv. Bioinformatics, 2013)

ROBNCA: robust network component analysis for recovering transcription factor activities. - Amina Noor; Aitzaz Ahmad; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (Bioinform., 2013)

A measurement-based approach for designing reduced-order controllers with guaranteed bounded error. - Sofiane Khadraoui; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (Int. J. Control, 2013)

Secure and robust clustering for quantized target tracking in wireless sensor networks. - Majdi Mansouri; Lyes Khoukhi; Hazem N. Nounou; Mohamed N. Nounou (J. Commun. Networks, 2013)

Model-based and model-free filtering of genomic data. - Mohamed N. Nounou; Hazem N. Nounou; Majdi Mansouri (Netw. Model. Anal. Health Informatics Bioinform., 2013)

Parameter Estimation of Biological Phenomena: An Unscented Kalman Filter Approach. - Nader Meskin; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta (IEEE ACM Trans. Comput. Biol. Bioinform., 2013)

Network-Wide Clock Synchronization via Message Passing with Exponentially Distributed Link Delays. - Davide Zennaro; Aitzaz Ahmad; Lorenzo Vangelista; Erchin Serpedin; Hazem N. Nounou; Mohamed N. Nounou (IEEE Trans. Commun., 2013)

Joint Node Localization and Time-Varying Clock Synchronization in Wireless Sensor Networks. - Aitzaz Ahmad; Erchin Serpedin; Hazem N. Nounou; Mohamed N. Nounou (IEEE Trans. Wirel. Commun., 2013)

Improved particle filtering for state and parameter estimation- CSTR model. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2014)

State estimation and application to induction machines - A comparative study. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2014)

Kullback-Leibler divergence -based improved particle filter. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2014)

A Closed-Form Solution for Transcription Factor Activity Estimation Using Network Component Analysis. - Amina Noor; Aitzaz Ahmad; Bilal Wajid; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (AlCoB, 2014)

A data-based approach for designing adaptive controllers for unknown systems. - Sofiane Khadraoui; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta (ISCCSP, 2014)

A new measurement based approach to the study of biological systems. - Daniel N. Mohsenizadeh; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta (ISCCSP, 2014)

A model-free design of reduced-order controllers and application to a DC servomotor. - Sofiane Khadraoui; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (Autom., 2014)

State and parameter estimation for nonlinear biological phenomena modeled by S-systems. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta (Digit. Signal Process., 2014)

Genetic Algorithm-based Adaptive Optimization for Target Tracking in Wireless Sensor Networks. - Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (J. Signal Process. Syst., 2014)

Parameter identification for nonlinear biological phenomena modeled by S-systems. - Majdi Mansouri; Onur Avci; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2015)

Iterated Square Root Unscented Kalman Filter for state estimation - CSTR model. - Majdi Mansouri; Onur Avci; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2015)

MARAGAP: a modular approach to reference assisted genome assembly pipeline. - Bilal Wajid; Erchin Serpedin; Mohamed N. Nounou; Hazem N. Nounou (Int. J. Comput. Biol. Drug Des., 2015)

Linear circuits: a measurement-based approach. - Navid Mohsenizadeh; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (Int. J. Circuit Theory Appl., 2015)

Bayesian method for states estimation in structural health monitoring application. - Marwa Chaabane 002; Majdi Mansouri; Nouha Jaoua; Ahmed Ben Hamida; Hazem N. Nounou (ATSIP, 2016)

Fault detection in processes represented by PLS models using an EWMA control scheme. - Fouzi Harrou; Mohamed N. Nounou; Hazem N. Nounou (CoDIT, 2016)

A measurement-based control design approach for efficient cancer chemotherapy. - Sofiane Khadraoui; Fouzi Harrou; Hazem N. Nounou; Mohamed N. Nounou; Aniruddha Datta; Shankar P. Bhattacharyya (Inf. Sci., 2016)

Measurement-based control approach for tuning PID controllers: application to induction machines. - Sofiane Khadraoui; Mohamed Amine Fnaiech; Hazem N. Nounou; Mohamed N. Nounou; Jaroslaw Guzinski; Haitham Abu-Rub; Aniruddha Datta; S. P. Bhattacharyya 001 (J. Control. Decis., 2016)

Iterated Robust kernel Fuzzy Principal Component Analysis and application to fault detection. - Raoudha Baklouti; Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou; Ahmed Ben Hamida (J. Comput. Sci., 2016)

Fault detection of chemical processes using KPCA-based GLRT technique. - Raoudha Baklouti; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Mohamed Ben Slima; Ahmed Ben Hamida (ATSIP, 2017)

Fault detection in a wastewater treatment plant. - Imen Baklouti; Majdi Mansouri; Hazem N. Nounou; Mohamed Ben Slima; Ahmed Ben Hamida (ATSIP, 2017)

Damage detection in structural health monitoring using kernel PLS based GLR. - Marwa Chaabane 002; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Mohamed Ben Slima; Ahmed Ben Hamida (ATSIP, 2017)

Fault detection of nonlinear systems using an improved KPCA method. - M. Ziyan Sheriff; M. Nazmul Karim; Mohamed N. Nounou; Hazem N. Nounou; Majdi Mansouri (CoDIT, 2017)

Monitoring of chemical processes using improved multiscale KPCA. - M. Ziyan Sheriff; M. Nazmul Karim; Mohamed N. Nounou; Hazem N. Nounou; Majdi Mansouri (CoDIT, 2017)

Fault detection of chemical processes using improved generalized likelihood ratio test. - Majdi Mansouri; Hazem N. Nounou; Mohamed Faouzi Harkat; Mohamed N. Nounou (DSP, 2017)

Max-Double Adaptive EWMA for Fault Detection of Wastewater Treatment Plants. - Imen Baklouti; Majdi Mansouri; Ahmed Ben Hamida; Hazem N. Nounou; Mohamed N. Nounou (AICCSA, 2018)

Improved shewhart chart for damage detection of structural health monitoring systems. - Marwa Chaabane 002; Ahmed Ben Hamida; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (ATSIP, 2018)

Effective monitoring of an air quality network. - Raoudha Baklouti; Ahmed Ben Hamida; Majdi Mansouri; Mohamed Faouzi Harkat; Mohamed N. Nounou; Hazem N. Nounou (ATSIP, 2018)

Fault detection using UKF-based optimized EWMA method in wastewater treatment plant. - Imen Baklouti Djmal; Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou; Ahmed Ben Hamida (ATSIP, 2018)

Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection. - Marwa Chaabane 002; Majdi Mansouri; Ahmed Ben Hamida; Hazem N. Nounou; Mohamed N. Nounou (ECC, 2018)

Improved Statistical Method Based Exponentially Weighted GLRT Chart and Its Application to Fault Detection. - Raoudha Baklouti; Majdi Mansouri; Ahmed Ben Hamida; Hazem N. Nounou; Mohamed N. Nounou (ECC, 2018)

Uncertain Dynamic Process Monitoring Using Moving Window PCA for Interval-Valued Data. - Mohamed Faouzi Harkat; Tarek Ait Izem; Frédéric Kratz; Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou (DX, 2018)

Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. - Raoudha Baklouti; Ahmed Ben Hamida; Majdi Mansouri; Mohamed Faouzi Harkat; Hazem N. Nounou; Mohamed N. Nounou (SMC, 2018)

Novel Fault Detection Approach of Biological Wastewater Treatment Plants. - Imen Baklouti; Majdi Mansouri; Ahmed Ben Hamida; Hazem N. Nounou; Mohamed N. Nounou (SMC, 2018)

Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network. - Radhia Fazai; Majdi Mansouri; Okba Taouali; Mohamed Faouzi Harkat; Hazem N. Nounou (SMC, 2018)

Multivariate fault detection and classification using interval principal component analysis. - Nour Basha; Mohamed N. Nounou; Hazem N. Nounou (J. Comput. Sci., 2018)

Process monitoring using PCA-based GLR methods: A comparative study. - M. Ziyan Sheriff; M. Nazmul Karim; Hazem N. Nounou; Mohamed N. Nounou (J. Comput. Sci., 2018)

Diagnosis of nonlinear systems using reduced kernel principal component analysis. - Radhia Fezai; Kamaleldin Abodayeh; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (ICCAD, 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 (IINTEC, 2019)

Reduced Gaussian process regression for fault detection of chemical processes. - Radhia Fezai; Majdi Mansouri; Nasreddine Bouguila; Hazem N. Nounou; Mohamed N. Nounou (IINTEC, 2019)

Multiscale Gaussian Process Regression-Based GLRT for Water Quality Monitoring. - Radhia Fazai; Majdi Mansouri; Kamal Abodayeh; Vicenç Puig; Mohamed Selmi; Hazem N. Nounou; Mohamed N. Nounou (SysTol, 2019)

Machine Learning-Based Statistical Hypothesis Testing for Fault Detection. - Radhia Fazai; Majdi Mansouri; Kamal Abodayeh; Mohamed Trabelsi 001; Hazem N. Nounou; Mohamed N. Nounou (SysTol, 2019)

Multiscale Gaussian process regression-based generalized likelihood ratio test for fault detection in water distribution networks. - Radhia Fazai; Majdi Mansouri; Kamal Abodayeh; Vicenç Puig; M.-I. Noori Raouf; Hazem N. Nounou; Mohamed N. Nounou (Eng. Appl. Artif. Intell., 2019)

Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test. - Mohamed Faouzi Harkat; Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou (Inf. Sci., 2019)

Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection. - Majdi Mansouri; Mohamed N. Nounou; Hazem N. Nounou (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

Fault detection in photovoltaic systems using machine learning technique. - Khadija Attouri; Mansour Hajji; Majdi Mansouri; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2020)

Machine learning approaches for fault detection and diagnosis of induction motors. - Lamia Belguesmi; Mansour Hajji; Majdi Mansouri; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2020)

Fault detection and diagnosis in grid-connected photovoltaic systems. - Amal Hichri; Mansour Hajji; Majdi Mansouri; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2020)

Efficient fault detection and diagnosis of wind energy converter systems. - Zahra Yahyaoui; Mansour Hajji; Majdi Mansouri; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Hazem N. Nounou; Mohamed N. Nounou (SSD, 2020)

Enhanced data-driven Damage Detection for Structural Health Monitoring Systems. - Marwa Chaabane 002; Ahmed Ben Hamida; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (ATSIP, 2020)

EWMA Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. - Raoudha Baklouti; Ahmed Ben Hamida; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (ATSIP, 2020)

Fault Detection in Waste Water Treatment Plants using Improved Particle Filter-based Optimized EWMA. - Imen Baklouti; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou; Ahmed Ben Hamida (ATSIP, 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)

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)

Multiclass data classification using fault detection-based techniques. - Nour Basha; M. Ziyan Sheriff; Costas Kravaris; Hazem N. Nounou; Mohamed N. Nounou (Comput. Chem. Eng., 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)

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)

Improved Multiscale Multivariate Process Monitoring Methods. - M. Ziyan Sheriff; M. Nazmul Karim; Costas Kravaris; Hazem N. Nounou; Mohamed N. Nounou (ACC, 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)

Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects. - Majdi Mansouri; Mohamed Trabelsi 001; Hazem N. Nounou; Mohamed N. Nounou (IEEE Access, 2021)

Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems. - Mansour Hajji; Mohamed Faouzi Harkat; Abdelmalek Kouadri; Kamaleldin Abodayeh; Majdi Mansouri; Hazem N. Nounou; Mohamed N. Nounou (Eur. J. Control, 2021)

Enhanced operation of wastewater treatment plant using state estimation-based fault detection strategies. - Imen Baklouti; Majdi Mansouri; Ahmed Ben Hamida; Hazem Numan Nounou; Mohamed N. Nounou (Int. J. Control, 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)

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)

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)

Interval-Valued SVM Based ABO for Fault Detection and Diagnosis of Wind Energy Conversion Systems. - Majdi Mansouri; Khaled Dhibi; Hazem N. Nounou; Mohamed N. Nounou (IEEE Access, 2022)

Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation. - Byanne Malluhi; Hazem N. Nounou; Mohamed N. Nounou (Sensors, 2022)

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)

Bayesian-optimized Gaussian process-based fault classification in industrial processes. - Nour Basha; Costas Kravaris; Hazem N. Nounou; Mohamed N. Nounou (Comput. Chem. Eng., 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)

Uncertainty Quantification Kernel PCA: Enhancing Fault Detection in Interval-Valued Data. - Abdelhalim Louifi; Abdelmalek Kouadri; Mohamed Faouzi Harkat; Abderazak Bensmail; Majdi Mansouri; Hazem N. Nounou (CoDIT, 2024)

Advanced data-driven fault detection in gas-to-liquid plants. - Nour Basha; Radhia Fezai; Byanne Malluhi; Khaled Dhibi; Gasim Ibrahim; Hanif A. Choudhury; Mohamed S. Challiwala; Hazem N. Nounou; Nimir O. Elbashir; Mohamed N. Nounou (Comput. Chem. Eng., 2025)