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ORCIDHazem N. Nounou
Hazem Numan Nounou
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2020 – today
- 2023
[j56]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: 15763-15771 (2023)- [j55]Nour Basha, Costas Kravaris, Hazem N. Nounou, Mohamed N. Nounou:
Bayesian-optimized Gaussian process-based fault classification in industrial processes. Comput. Chem. Eng. 170: 108126 (2023) - 2022
- [j54]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: 47673-47686 (2022) - [j53]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: 130406-130414 (2022) - [j52]Byanne Malluhi, Hazem N. Nounou, Mohamed N. Nounou:
Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation. Sensors 22(15): 5564 (2022) - [c99]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: 835-840 - [c98]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: 841-845 - [c97]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: 1150-1155 - [c96]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: 1312-1317 - [c95]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: 1318-1323 - [c94]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: 1324-1329 - [c93]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: 1330-1335 - [c92]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: 1336-1341 - [c91]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: 1342-1347 - 2021
- [j51]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: 64267-64277 (2021) - [j50]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: 126286-126306 (2021) - [j49]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: 155622-155633 (2021) - [j48]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: 313-321 (2021) - [j47]Imen Baklouti, Majdi Mansouri, Ahmed Ben Hamida, Hazem Numan Nounou, Mohamed N. Nounou:
Enhanced operation of wastewater treatment plant using state estimation-based fault detection strategies. Int. J. Control 94(2): 300-311 (2021) - [j46]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): 8665-8681 (2021) - [j45]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): 515-528 (2021) - [c90]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: 103-108 - [c89]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: 595-600 - [c88]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: 601-606 - [c87]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: 607-612 - [c86]Khadija Attouri, Mansour Hajji, Majdi Mansouri, Hazem N. Nounou, Abdelmalek Kouadri, Kais Bouzrara:
Faults Classification in Grid-Connected Photovoltaic Systems. SSD 2021: 1431-1437 - [c85]M. Ziyan Sheriff, M. Nazmul Karim, Costas Kravaris, Hazem N. Nounou, Mohamed N. Nounou:
Improved Multiscale Multivariate Process Monitoring Methods. ACC 2021: 3614-3619 - 2020
- [j44]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: 78343-78353 (2020) - [j43]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: 219672-219679 (2020) - [j42]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: 106786 (2020) - [j41]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): 4829-4843 (2020) - [c84]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: 201-206 - [c83]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: 207-212 - [c82]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: 213-218 - [c81]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: 692-698 - [c80]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: 1-6 - [c79]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: 1-6 - [c78]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: 1-6
2010 – 2019
- 2019
- [j40]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: 474-491 (2019) - [j39]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: 265-284 (2019) - [j38]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): 49-58 (2019) - [c77]Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou:
Diagnosis of nonlinear systems using reduced kernel principal component analysis. ICCAD 2019: 1-6 - [c76]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: 174-179 - [c75]Radhia Fezai, Majdi Mansouri, Nasreddine Bouguila, Hazem N. Nounou, Mohamed N. Nounou:
Reduced Gaussian process regression for fault detection of chemical processes. IINTEC 2019: 186-191 - [c74]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: 38-43 - [c73]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: 44-49 - 2018
- [j37]Nour Basha, Mohamed N. Nounou, Hazem N. Nounou:
Multivariate fault detection and classification using interval principal component analysis. J. Comput. Sci. 27: 1-9 (2018) - [j36]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: 227-246 (2018) - [c72]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: 1-6 - [c71]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: 1-5 - [c70]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: 1-4 - [c69]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: 1-6 - [c68]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: 703-708 - [c67]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: 2965-2970 - [c66]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 - [c65]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: 2663-2668 - [c64]Imen Baklouti, Majdi Mansouri, Ahmed Ben Hamida, Hazem N. Nounou, Mohamed N. Nounou:
Novel Fault Detection Approach of Biological Wastewater Treatment Plants. SMC 2018: 2669-2674 - [c63]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: 3159-3164 - 2017
- [c62]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: 1-6 - [c61]Imen Baklouti, Majdi Mansouri, Hazem N. Nounou, Mohamed Ben Slima, Ahmed Ben Hamida:
Fault detection in a wastewater treatment plant. ATSIP 2017: 1-5 - [c60]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: 1-5 - [c59]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: 36-41 - [c58]M. Ziyan Sheriff, M. Nazmul Karim, Mohamed N. Nounou, Hazem N. Nounou, Majdi Mansouri:
Monitoring of chemical processes using improved multiscale KPCA. CoDIT 2017: 49-54 - [c57]Majdi Mansouri, Hazem N. Nounou, Mohamed Faouzi Harkat, Mohamed N. Nounou:
Fault detection of chemical processes using improved generalized likelihood ratio test. DSP 2017: 1-5 - 2016
- [j35]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: 108-125 (2016) - [j34]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): 179-196 (2016) - [j33]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: 34-49 (2016) - [c56]Marwa Chaabane, Majdi Mansouri, Nouha Jaoua, Ahmed Ben Hamida, Hazem N. Nounou:
Bayesian method for states estimation in structural health monitoring application. ATSIP 2016: 472-477 - [c55]Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou:
Fault detection in processes represented by PLS models using an EWMA control scheme. CoDIT 2016: 152-157 - 2015
- [j32]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): 226-250 (2015) - [j31]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): 205-232 (2015) - [c54]Majdi Mansouri, Onur Avci, Hazem N. Nounou, Mohamed N. Nounou:
Parameter identification for nonlinear biological phenomena modeled by S-systems. SSD 2015: 1-6 - [c53]Majdi Mansouri, Onur Avci, Hazem N. Nounou, Mohamed N. Nounou:
Iterated Square Root Unscented Kalman Filter for state estimation - CSTR model. SSD 2015: 1-6 - 2014
- [j30]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): 2142-2149 (2014) - [j29]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: 1-17 (2014) - [j28]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): 189-202 (2014) - [c52]Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou:
Improved particle filtering for state and parameter estimation- CSTR model. SSD 2014: 1-6 - [c51]Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou:
State estimation and application to induction machines - A comparative study. SSD 2014: 1-6 - [c50]Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou:
Kullback-Leibler divergence -based improved particle filter. SSD 2014: 1-6 - [c49]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: 196-207 - [c48]Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta:
A data-based approach for designing adaptive controllers for unknown systems. ISCCSP 2014: 44-47 - [c47]Daniel N. Mohsenizadeh, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta:
A new measurement based approach to the study of biological systems. ISCCSP 2014: 48-52 - 2013
- [j27]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: 205763:1-205763:11 (2013) - [j26]Mohamed N. Nounou, Hazem N. Nounou, Erchin Serpedin, Aniruddha Datta, Yufei Huang:
Computational and Statistical Approaches for Modeling of Proteomic and Genomic Networks. Adv. Bioinformatics 2013: 561968:1-561968:2 (2013) - [j25]Amina Noor, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou, Nady Mohamed, Lotfi Chouchane:
An Overview of the Statistical Methods Used for Inferring Gene Regulatory Networks and Protein-Protein Interaction Networks. Adv. Bioinformatics 2013: 953814:1-953814:12 (2013) - [j24]Amina Noor, Aitzaz Ahmad, Erchin Serpedin, Mohamed N. Nounou, Hazem N. Nounou:
ROBNCA: robust network component analysis for recovering transcription factor activities. Bioinform. 29(19): 2410-2418 (2013) - [j23]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): 1586-1596 (2013) - [j22]Majdi Mansouri, Lyes Khoukhi, Hazem N. Nounou, Mohamed N. Nounou:
Secure and robust clustering for quantized target tracking in wireless sensor networks. J. Commun. Networks 15(2): 164-172 (2013) - [j21]Mohamed N. Nounou, Hazem N. Nounou, Majdi Mansouri:
Model-based and model-free filtering of genomic data. Netw. Model. Anal. Health Informatics Bioinform. 2(3): 109-121 (2013) - [j20]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): 537-543 (2013) - [j19]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): 2012-2024 (2013) - [j18]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): 5322-5333 (2013) - [c46]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: 1-6 - [c45]Majdi Mansouri, Mostefa Mohamed-Seghir, Hazem N. Nounou, Mohamed N. Nounou, Haitham Abu-Rub:
Estimation of nonlinear control parameters in induction machine using particle filtering. SSD 2013: 1-7 - [c44]Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou:
State estimation of a chemical reactor process model - A comparative study. SSD 2013: 1-6 - [c43]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: 3876-3881 - [c42]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: 4325-4330 - [c41]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: 4331-4336 - [c40]Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou:
A statistical fault detection strategy using PCA based EWMA control schemes. ASCC 2013: 1-4 - [c39]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: 1-6 - [c38]Navid Mohsenizadeh, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya:
A measurement based approach to mechanical systems. ASCC 2013: 1-6 - [c37]Sofiane Khadraoui, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya:
A model-free technique for designing fixed-order controllers. CDC 2013: 6130-6135 - [c36]Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou:
Enhanced monitoring using PCA-based GLR fault detection and multiscale filtering. CICA 2013: 1-8 - [c35]Muddu Madakyaru, Mohamed N. Nounou, Hazem N. Nounou:
Enhanced modeling of distillation columns using integrated multiscale latent variable regression. CICA 2013: 73-80 - [c34]Muddu Madakyaru, Mohamed N. Nounou, Hazem N. Nounou:
Nonlinear latent variable regression. CICA 2013: 81-88 - [c33]Hazem N. Nounou, Mohamed N. Nounou:
Application of delay-dependent adaptive control to a continuous stirred tank reactor. CICA 2013: 140-147 - [c32]Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou:
Detecting abnormal ozone levels using PCA-based GLR hypothesis testing. CIDM 2013: 95-102 - [c31]