Hazem N. Nounou

159 papers A 1B 7C 26Misc 12Journal 57Unranked 56

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advanced data-driven fault detection in gas-to-liquid plants. Comput. Chem. Eng. 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
2025	J	`jnl`	Improved Machine Learning for Multiclass Fault Classification in Industrial Processes. IEEE Access Khaled Dhibi, Radhia Fezai, Nour Basha, Gasim Ibrahim, Hanif A. Choudhury, Mohamed S. Challiwala, Byanne Malluhi, Hazem N. Nounou, Nimir O. Elbashir, Mohamed N. Nounou
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
2024	C	`conf`	Uncertainty Quantification Kernel PCA: Enhancing Fault Detection in Interval-Valued Data. CoDIT Abdelhalim Louifi, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri, Hazem N. Nounou
2023	J	`jnl`	Bayesian-optimized Gaussian process-based fault classification in industrial processes. Comput. Chem. Eng. Nour Basha, Costas Kravaris, Hazem N. Nounou, Mohamed 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
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	J	`jnl`	Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation. Sensors Byanne Malluhi, 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	J	`jnl`	Interval-Valued SVM Based ABO for Fault Detection and Diagnosis of Wind Energy Conversion Systems. IEEE Access Majdi Mansouri, Khaled Dhibi, 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	J	`jnl`	Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects. IEEE Access Majdi Mansouri, Mohamed Trabelsi, 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	J	`jnl`	Fault diagnosis of biological systems using improved machine learning technique. Int. J. Mach. Learn. Cybern. Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2021	—	`conf`	Faults Classification in Grid-Connected Photovoltaic Systems. SSD Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara
2021	C	`conf`	Improved Multiscale Multivariate Process Monitoring Methods. ACC M. Ziyan Sheriff, M. Nazmul Karim, Costas Kravaris, Hazem N. Nounou, Mohamed N. Nounou
2021	J	`jnl`	Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems. Eur. J. Control Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
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
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	Misc	`conf`	EWMA Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. ATSIP Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2020	—	`conf`	Efficient fault detection and diagnosis of wind energy converter systems. SSD Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020	Misc	`conf`	Enhanced data-driven Damage Detection for Structural Health Monitoring Systems. ATSIP Marwa Chaabane, Ahmed Ben Hamida, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2020	Misc	`conf`	Fault Detection in Waste Water Treatment Plants using Improved Particle Filter-based Optimized EWMA. ATSIP Imen Baklouti, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Ahmed Ben Hamida
2020	—	`conf`	Fault detection and diagnosis in grid-connected photovoltaic systems. SSD Amal Hichri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020	—	`conf`	Fault detection in photovoltaic systems using machine learning technique. SSD Khadija Attouri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020	—	`conf`	Machine learning approaches for fault detection and diagnosis of induction motors. SSD Lamia Belguesmi, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
2020	J	`jnl`	Multiclass data classification using fault detection-based techniques. Comput. Chem. Eng. Nour Basha, M. Ziyan Sheriff, Costas Kravaris, Hazem N. Nounou, Mohamed N. Nounou
2020	J	`jnl`	Partial kernel PCA-based GLRT for fault diagnosis of nonlinear processes. J. Intell. Fuzzy Syst. Radhia Fezai, Majdi Mansouri, Kamaleldin Abodayeh, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud
2020	J	`jnl`	Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS. IEEE Access Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud
2019	A	`conf`	Diagnosis of nonlinear systems using reduced kernel principal component analysis. ICCAD Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2019	J	`jnl`	Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test. Inf. Sci. Mohamed Faouzi Harkat, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
2019	—	`conf`	Machine Learning-Based Statistical Hypothesis Testing for Fault Detection. SysTol Radhia Fazai, Majdi Mansouri, Kamal Abodayeh, Mohamed Trabelsi, Hazem N. Nounou, Mohamed N. Nounou
2019	—	`conf`	Machine learning based Gaussian process regression for fault detection of Biological Systems. IINTEC Radhia Fezai, Majdi Mansouri, Nasreddine Bouguila, Hazem N. Nounou, Mohamed N. Nounou
2019	—	`conf`	Multiscale Gaussian Process Regression-Based GLRT for Water Quality Monitoring. SysTol Radhia Fazai, Majdi Mansouri, Kamal Abodayeh, Vicenç Puig, Mohamed Selmi, Hazem N. Nounou, Mohamed N. Nounou
2019	J	`jnl`	Multiscale Gaussian process regression-based generalized likelihood ratio test for fault detection in water distribution networks. Eng. Appl. Artif. Intell. Radhia Fazai, Majdi Mansouri, Kamal Abodayeh, Vicenç Puig, M.-I. Noori Raouf, Hazem N. Nounou, Mohamed N. Nounou
2019	J	`jnl`	Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection. IEEE Trans. Emerg. Top. Comput. Intell. Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
2019	—	`conf`	Reduced Gaussian process regression for fault detection of chemical processes. IINTEC Radhia Fezai, Majdi Mansouri, Nasreddine Bouguila, Hazem N. Nounou, Mohamed N. Nounou
2018	Misc	`conf`	Effective monitoring of an air quality network. ATSIP Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Mohamed Faouzi Harkat, Mohamed N. Nounou, Hazem N. Nounou
2018	Misc	`conf`	Fault detection using UKF-based optimized EWMA method in wastewater treatment plant. ATSIP Imen Baklouti Djmal, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou, Ahmed Ben Hamida
2018	—	`conf`	Improved Statistical Method Based Exponentially Weighted GLRT Chart and Its Application to Fault Detection. ECC Raoudha Baklouti, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou
2018	Misc	`conf`	Improved shewhart chart for damage detection of structural health monitoring systems. ATSIP Marwa Chaabane, Ahmed Ben Hamida, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2018	B	`conf`	Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. SMC Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou
2018	C	`conf`	Max-Double Adaptive EWMA for Fault Detection of Wastewater Treatment Plants. AICCSA Imen Baklouti, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou
2018	—	`conf`	Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection. ECC Marwa Chaabane, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou
2018	J	`jnl`	Multivariate fault detection and classification using interval principal component analysis. J. Comput. Sci. Nour Basha, Mohamed N. Nounou, Hazem N. Nounou
2018	B	`conf`	Novel Fault Detection Approach of Biological Wastewater Treatment Plants. SMC Imen Baklouti, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou
2018	J	`jnl`	Process monitoring using PCA-based GLR methods: A comparative study. J. Comput. Sci. M. Ziyan Sheriff, M. Nazmul Karim, Hazem N. Nounou, Mohamed N. Nounou
2018	B	`conf`	Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network. SMC Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Hazem N. Nounou
2018	—	`conf`	Uncertain Dynamic Process Monitoring Using Moving Window PCA for Interval-Valued Data. DX Mohamed Faouzi Harkat, Tarek Ait Izem, Frédéric Kratz, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
2017	Misc	`conf`	Damage detection in structural health monitoring using kernel PLS based GLR. ATSIP Marwa Chaabane, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Ben Slima, Ahmed Ben Hamida
2017	Misc	`conf`	Fault detection in a wastewater treatment plant. ATSIP Imen Baklouti, Majdi Mansouri, Hazem N. Nounou, Mohamed Ben Slima, Ahmed Ben Hamida
2017	Misc	`conf`	Fault detection of chemical processes using KPCA-based GLRT technique. ATSIP Raoudha Baklouti, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Mohamed Ben Slima, Ahmed Ben Hamida
2017	—	`conf`	Fault detection of chemical processes using improved generalized likelihood ratio test. DSP Majdi Mansouri, Hazem N. Nounou, Mohamed Faouzi Harkat, Mohamed N. Nounou
2017	C	`conf`	Fault detection of nonlinear systems using an improved KPCA method. CoDIT M. Ziyan Sheriff, M. Nazmul Karim, Mohamed N. Nounou, Hazem N. Nounou, Majdi Mansouri
2017	C	`conf`	Monitoring of chemical processes using improved multiscale KPCA. CoDIT M. Ziyan Sheriff, M. Nazmul Karim, Mohamed N. Nounou, Hazem N. Nounou, Majdi Mansouri
2016	J	`jnl`	A measurement-based control design approach for efficient cancer chemotherapy. Inf. Sci. Sofiane Khadraoui, Fouzi Harrou, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2016	Misc	`conf`	Bayesian method for states estimation in structural health monitoring application. ATSIP Marwa Chaabane, Majdi Mansouri, Nouha Jaoua, Ahmed Ben Hamida, Hazem N. Nounou
2016	C	`conf`	Fault detection in processes represented by PLS models using an EWMA control scheme. CoDIT Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou
2016	J	`jnl`	Iterated Robust kernel Fuzzy Principal Component Analysis and application to fault detection. J. Comput. Sci. Raoudha Baklouti, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou, Ahmed Ben Hamida
2016	J	`jnl`	Measurement-based control approach for tuning PID controllers: application to induction machines. J. Control. Decis. Sofiane Khadraoui, Mohamed Amine Fnaiech, Hazem N. Nounou, Mohamed N. Nounou, Jaroslaw Guzinski, Haitham Abu-Rub, Aniruddha Datta, S. P. Bhattacharyya
2015	—	`conf`	Iterated Square Root Unscented Kalman Filter for state estimation - CSTR model. SSD Majdi Mansouri, Onur Avci, Hazem N. Nounou, Mohamed N. Nounou
2015	J	`jnl`	Linear circuits: a measurement-based approach. Int. J. Circuit Theory Appl. Navid Mohsenizadeh, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2015	J	`jnl`	MARAGAP: a modular approach to reference assisted genome assembly pipeline. Int. J. Comput. Biol. Drug Des. Bilal Wajid, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2015	—	`conf`	Parameter identification for nonlinear biological phenomena modeled by S-systems. SSD Majdi Mansouri, Onur Avci, Hazem N. Nounou, Mohamed N. Nounou
2014	—	`conf`	A Closed-Form Solution for Transcription Factor Activity Estimation Using Network Component Analysis. AlCoB Amina Noor, Aitzaz Ahmad, Bilal Wajid, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2014	—	`conf`	A data-based approach for designing adaptive controllers for unknown systems. ISCCSP Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
2014	J	`jnl`	A model-free design of reduced-order controllers and application to a DC servomotor. Autom. Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2014	—	`conf`	A new measurement based approach to the study of biological systems. ISCCSP Daniel N. Mohsenizadeh, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
2014	J	`jnl`	Genetic Algorithm-based Adaptive Optimization for Target Tracking in Wireless Sensor Networks. J. Signal Process. Syst. Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2014	—	`conf`	Improved particle filtering for state and parameter estimation- CSTR model. SSD Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2014	—	`conf`	Kullback-Leibler divergence -based improved particle filter. SSD Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2014	J	`jnl`	State and parameter estimation for nonlinear biological phenomena modeled by S-systems. Digit. Signal Process. Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
2014	—	`conf`	State estimation and application to induction machines - A comparative study. SSD Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2013	—	`conf`	A control design method for unknown systems using frequency domain data. ASCC Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2013	C	`conf`	A distributed algorithm for network-wide clock synchronization in wireless sensor networks. FUSION Aitzaz Ahmad, Davide Zennaro, Lorenzo Vangelista, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
2013	—	`conf`	A measurement based approach to mechanical systems. ASCC Navid Mohsenizadeh, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2013	J	`jnl`	A measurement-based approach for designing reduced-order controllers with guaranteed bounded error. Int. J. Control Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2013	C	`conf`	A measurement-based approach for tuning of reduced-order controllers. ACC Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2013	—	`conf`	A model-free technique for designing fixed-order controllers. CDC Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2013	—	`conf`	A statistical fault detection strategy using PCA based EWMA control schemes. ASCC Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou
2013	J	`jnl`	An Overview of the Statistical Methods Used for Inferring Gene Regulatory Networks and Protein-Protein Interaction Networks. Adv. Bioinformatics Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou, Nady Mohamed, Lotfi Chouchane
2013	—	`conf`	Application of delay-dependent adaptive control to a continuous stirred tank reactor. CICA Hazem N. Nounou, Mohamed N. Nounou
2013	J	`jnl`	Computational and Statistical Approaches for Modeling of Proteomic and Genomic Networks. Adv. Bioinformatics Mohamed N. Nounou, Hazem N. Nounou, Erchin Serpedin, Aniruddha Datta, Yufei Huang
2013	C	`conf`	Design of reduced-order controllers using a set of measurements: Application to a DC servomotor. ACC Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2013	C	`conf`	Detecting abnormal ozone levels using PCA-based GLR hypothesis testing. CIDM Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou
2013	—	`conf`	Enhanced modeling of distillation columns using integrated multiscale latent variable regression. CICA Muddu Madakyaru, Mohamed N. Nounou, Hazem N. Nounou
2013	—	`conf`	Enhanced monitoring using PCA-based GLR fault detection and multiscale filtering. CICA Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou
2013	—	`conf`	Estimation of nonlinear control parameters in induction machine using particle filtering. SSD Majdi Mansouri, Mostefa Mohamed-Seghir, Hazem N. Nounou, Mohamed N. Nounou, Haitham Abu-Rub
2013	J	`jnl`	Joint Node Localization and Time-Varying Clock Synchronization in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. Aitzaz Ahmad, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
2013	Misc	`conf`	Joint node localization and time-varying clock synchronization in wireless sensor networks. ICASSP Aitzaz Ahmad, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
2013	J	`jnl`	Model-based and model-free filtering of genomic data. Netw. Model. Anal. Health Informatics Bioinform. Mohamed N. Nounou, Hazem N. Nounou, Majdi Mansouri
2013	J	`jnl`	Network-Wide Clock Synchronization via Message Passing with Exponentially Distributed Link Delays. IEEE Trans. Commun. Davide Zennaro, Aitzaz Ahmad, Lorenzo Vangelista, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
2013	—	`conf`	Nonlinear latent variable regression. CICA Muddu Madakyaru, Mohamed N. Nounou, Hazem N. Nounou
2013	J	`jnl`	Parameter Estimation of Biological Phenomena: An Unscented Kalman Filter Approach. IEEE ACM Trans. Comput. Biol. Bioinform. Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
2013	—	`conf`	ROBNCA: Robust Network Component Analysis for recovering transcription factor activities. GENSiPS Amina Noor, Aitzaz Ahmad, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2013	J	`jnl`	ROBNCA: robust network component analysis for recovering transcription factor activities. Bioinform. Amina Noor, Aitzaz Ahmad, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2013	J	`jnl`	Reverse Engineering Sparse Gene Regulatory Networks Using Cubature Kalman Filter and Compressed Sensing. Adv. Bioinformatics Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2013	C	`conf`	Robust control design method for uncertain system using a set of measurements. ACC Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2013	J	`jnl`	Secure and robust clustering for quantized target tracking in wireless sensor networks. J. Commun. Networks Majdi Mansouri, Lyes Khoukhi, Hazem N. Nounou, Mohamed N. Nounou
2013	—	`conf`	State estimation of a chemical reactor process model - A comparative study. SSD Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
2013	—	`conf`	States and parameters estimation in induction motor using Bayesian techniques. SSD Majdi Mansouri, Mostefa Mohamed-Seghir, Hazem N. Nounou, Mohamed N. Nounou, Haitham Abu-Rub
2013	—	`conf`	Supersonic MiB. GENSiPS Bilal Wajid, Ali Riza Ekti, Amina Noor, Erchin Serpedin, Muhammad Naeem Ayyaz, Hazem N. Nounou, Mohamed N. Nounou
2012	—	`conf`	A measurement based approach for linear circuit modeling and design. CDC Ritwik Layek, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya
2012	J	`jnl`	Fuzzy Intervention in Biological Phenomena. IEEE ACM Trans. Comput. Biol. Bioinform. Hazem N. Nounou, Mohamed N. Nounou, Nader Meskin, Aniruddha Datta, Edward R. Dougherty
2012	J	`jnl`	Inferring Gene Regulatory Networks via Nonlinear State-Space Models and Exploiting Sparsity. IEEE ACM Trans. Comput. Biol. Bioinform. Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2012	Misc	`conf`	Inferring gene regulatory networks with nonlinear models via exploiting sparsity. ICASSP Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2012	C	`conf`	Information theoretic methods for modeling of gene regulatory networks. CIBCB Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou, Nady Mohamed, Lotfi Chouchane
2012	J	`jnl`	Intervention in Biological Phenomena via Feedback Linearization. Adv. Bioinformatics Mohamed Amine Fnaiech, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta
2012	—	`conf`	Joint distributed parameter and channel estimation in wireless sensor networks via variational inference. ACSCC Aitzaz Ahmad, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
2012	—	`conf`	MiB: A comparative assembly processing pipeline. GENSiPS Bilal Wajid, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2012	J	`jnl`	Multiscale Denoising of Biological Data: A Comparative Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. Mohamed N. Nounou, Hazem N. Nounou, Nader Meskin, Aniruddha Datta, Edward R. Dougherty
2012	J	`jnl`	Optimal reference sequence selection for genome assembly using minimum description length principle. EURASIP J. Bioinform. Syst. Biol. Bilal Wajid, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2012	C	`conf`	Output-feedback model predictive control of biological phenomena modeled by S-systems. ACC Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Edward R. Dougherty
2012	B	`conf`	Robust routing for target tracking in quantized sensor networks. IWCMC Majdi Mansouri, Lyes Khoukhi, Hazem N. Nounou, Mohamed N. Nounou
2012	B	`conf`	Wavelet-based Multiscale Filtering of Genomic Data. ASONAM Mohamed N. Nounou, Hazem N. Nounou, Nader Meskin, Aniruddha Datta
2011	—	`conf`	A cubature Kalman filter approach for inferring gene regulatory networks using time series data. GENSiPS Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou
2011	B	`conf`	Genetic Algorithm Optimization for Quantized Target Tracking in Wireless Sensor Networks. GLOBECOM Majdi Mansouri, Lyes Khoukhi, Hazem N. Nounou, Mohamed N. Nounou
2011	J	`jnl`	Intervention in Biological Phenomena Modeled by S-Systems. IEEE Trans. Biomed. Eng. Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Edward R. Dougherty
2011	C	`conf`	Intervention in biological phenomena modeled by S-systems: A model predictive control approach. ACC Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Edward R. Dougherty
2011	—	`conf`	Parameter estimation of biological phenomena modeled by S-systems: An Extended Kalman filter approach. CDC/ECC Nader Meskin, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Edward R. Dougherty
2010	—	`conf`	Feedback stabilizability of infinite dimensional neutral systems. CDC Said Hadd, Hazem N. Nounou, Mohamed N. Nounou
2010	B	`conf`	On Clock Offset Estimation in Wireless Sensor Networks with Weibull Distributed Network Delays. ICPR Aitzaz Ahmad, Amina Noor, Erchin Serpedin, Hazem N. Nounou, Mohamed N. Nounou
2010	J	`jnl`	Robust dissipative control for internet-based switching systems. J. Frankl. Inst. Magdi Sadek Mahmoud, Hazem N. Nounou, Yuanqing Xia
2009	—	`conf`	On the admissibility of control operators for perturbed semigroups and application to time-delay systems. CDC Said Hadd, Said Boulite, Hazem N. Nounou, Mohamed N. Nounou
2009	C	`conf`	The PI-Controller for infinite dimensional linear systems in Banach state spaces. ACC Said Boulite, Said Hadd, Hazem N. Nounou, Mohamed N. Nounou
2008	—	`conf`	Resilient adaptive control of uncertain time-delay systems - a delay-dependent approach. CDC Hazem N. Nounou, Mohamed N. Nounou
2007	J	`jnl`	Analysis and synthesis of uncertain switched discrete-time systems. IMA J. Math. Control. Inf. Magdi Sadek Mahmoud, Mohamed N. Nounou, Hazem N. Nounou
2007	J	`jnl`	Application of adaptive fuzzy control to ac machines. Appl. Soft Comput. Hazem N. Nounou, Habib-ur Rehman
2007	J	`jnl`	Improving the prediction and parsimony of ARX models using multiscale estimation. Appl. Soft Comput. Mohamed N. Nounou, Hazem N. Nounou
2007	—	`conf`	Multiscale nonlinear system identification. CDC Mohamed N. Nounou, Hazem N. Nounou
2007	—	`conf`	Resilient delay-dependent adaptive control of uncertain time-delay systems. CDC Hazem N. Nounou, Mohamed N. Nounou
2007	J	`jnl`	Robust adaptive sliding-mode control for continuous time-delay systems. IMA J. Math. Control. Inf. Mohamed N. Nounou, Hazem N. Nounou, Magdi Sadek Mahmoud
2006	J	`jnl`	Adapting the search vector for direct adaptive control systems. Eng. Appl. Artif. Intell. Hazem N. Nounou
2006	—	`conf`	Delay-Dependent Adaptive Control of Uncertain Time-Delay Systems. CDC Hazem N. Nounou
2006	J	`jnl`	Multiscale fuzzy Kalman filtering. Eng. Appl. Artif. Intell. Hazem N. Nounou, Mohamed N. Nounou
2006	J	`jnl`	Simultaneous output feedback stabilization of time-delay systems. IMA J. Math. Control. Inf. Magdi Sadek Mahmoud, Hazem N. Nounou
2006	J	`jnl`	Variable structure adaptive control for a class of continuous time-delay systems. IMA J. Math. Control. Inf. Hazem N. Nounou, Magdi Sadek Mahmoud
2005	—	`conf`	Multiscale Fuzzy State Estimation using Stationary Wavelet Transforms. CDC/ECC Hazem N. Nounou
2005	J	`jnl`	Stable auto-tuning of hybrid adaptive fuzzy/neural controllers for nonlinear systems. Eng. Appl. Artif. Intell. Hazem N. Nounou, Kevin M. Passino
2004	—	`conf`	Enhanced prediction accuracy of fuzzy models using multiscale estimation. CDC Mohamed N. Nounou, Hazem N. Nounou
2004	J	`jnl`	Stable auto-tuning of adaptive fuzzy/neural controllers for nonlinear discrete-time systems. IEEE Trans. Fuzzy Syst. Hazem N. Nounou, Kevin M. Passino
2003	—	`conf`	Adapting the direction of the search vector for direct adaptive continuous-time nonlinear systems. CDC Hazem N. Nounou
2001	—	`conf`	Stable auto-tuning of the adaptation gain for continuous-time nonlinear systems. CDC Hazem N. Nounou, Kevin M. Passino
2001	C	`conf`	Stable auto-tuning of the direction of descent for gradient-based nonlinear adaptive control systems. ACC Hazem N. Nounou, Kevin M. Passino
2000	C	`conf`	Stable auto-tuning of the adaptation gain for direct adaptive control. ACC Hazem N. Nounou, Kevin M. Passino
2000	C	`conf`	Stable auto-tuning of the adaptation gain for indirect adaptive control. ACC Hazem N. Nounou, Kevin M. Passino