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Research Output

Review article
11 Citations (Scopus)

Online reduced kernel PLS combined with GLRT for fault detection in chemical systems

Fazai, R., Mansouri, M., Abodayeh, K., Nounou, H. & Nounou, M., 1 Aug 2019, In : Process Safety and Environmental Protection. 128, p. 228-243 16 p.

Research output: Contribution to journalReview article

1 Citation (Scopus)
Editorial

Computational and statistical approaches for modeling of proteomic and genomic networks

Nounou, M., Nounou, H., Serpedin, E., Datta, A. & Huang, Y., 2013, In : Advances in Bioinformatics. 2013, 561968.

Research output: Contribution to journalEditorial

1 Citation (Scopus)
Conference contribution

A closed-form solution for transcription factor activity estimation using network component analysis

Noor, A., Ahmad, A., Wajid, B., Serpedin, E., Nounou, M. & Nounou, H., 2014, Algorithms for Computational Biology - First International Conference, AlCoB 2014, Proceedings. Springer Verlag, Vol. 8542 LNBI. p. 196-207 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8542 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

A control design method for unknown systems using frequency domain data

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2013, 2013 9th Asian Control Conference, ASCC 2013. 6606148

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

A cubature Kalman filter approach for inferring gene regulatory networks using time series data

Noor, A., Serpedin, E., Nounou, M. & Nounou, H., 2011, Proceedings 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS'11. p. 25-28 4 p. 6169432

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Adaptive control of nonlinear time-delay systems and application to a chemical reactor

Nounou, H. & Nounou, M., 2012, 2012 8th International Symposium on Mechatronics and its Applications, ISMA 2012. 6215183

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A data-based approach for designing adaptive controllers for unknown systems

Khadraoui, S., Nounou, H., Nounou, M. & Datta, A., 2014, ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings. IEEE Computer Society, p. 44-47 4 p. 6877812

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A distributed algorithm for network-wide clock synchronization in wireless sensor networks

Ahmad, A., Zennaro, D., Vangelista, L., Serpedin, E., Nounou, H. & Nounou, M., 2013, Proceedings of the 16th International Conference on Information Fusion, FUSION 2013. p. 1037-1043 7 p. 6641109

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A measurement-based approach for tuning of reduced-order controllers

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2013, 2013 American Control Conference, ACC 2013. p. 3876-3881 6 p. 6580431

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A measurement based approach to circuit design

Mohsenizadeh, N., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2012, Proceedings of the IASTED International Conference on Engineering and Applied Science, EAS 2012. p. 27-34 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

A measurement based approach to mechanical systems

Mohsenizadeh, N., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2013, 2013 9th Asian Control Conference, ASCC 2013. 6606042

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

A model-free technique for designing fixed-order controllers

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 6130-6135 6 p. 6760858

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

An effective fault detection technique for a quasi-Z-Source based grid-tied PV system

Trabelsi, M., Mansouri, M., Abu-Rub, H. & Nounou, H., 5 Jun 2017, 2016 7th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications, SETIT 2016. Institute of Electrical and Electronics Engineers Inc., p. 231-236 6 p. 7939872

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A new measurement based approach to the study of biological systems

Mohsenizadeh, D. N., Nounou, H., Nounou, M. & Datta, A., 2014, ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings. IEEE Computer Society, p. 48-52 5 p. 6877813

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ANN based prognostication of the PV panel output power under various environmental conditions

Khalil, S., Abu-Rub, O. H. & Nounou, H., 9 Mar 2018, 2018 IEEE Texas Power and Energy Conference, TPEC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-February. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Application of a fuzzy learning intervention approach to a Glycolytic-Glycogenolytic pathway model

Basha, N., Nounou, H. & Nounou, M., 2013, 2013 9th International Symposium on Mechatronics and Its Applications, ISMA 2013. 6547373

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application of a fuzzy learning intervention approach to a purine metabolism pathway model

Basha, N., Nounou, H. & Nounou, M., 2014, 2014 Middle East Conference on Biomedical Engineering, MECBME 2014. IEEE Computer Society, p. 171-174 4 p. 6783233

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application of delay-dependent adaptive control to a continuous stirred tank reactor

Nounou, H. & Nounou, M., 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 140-147 8 p. 6611675

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

A statistical fault detection strategy using PCA based EWMA control schemes

Harrou, F., Nounou, M. & Nounou, H., 2013, 2013 9th Asian Control Conference, ASCC 2013. 6606311

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Bayesian method for states estimation in structural health monitoring application

Chaabane, M., Mansouri, M., Jaoua, N., Ben Hamida, A. & Nounou, H., 26 Jul 2016, 2nd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2016. Institute of Electrical and Electronics Engineers Inc., p. 472-477 6 p. 7523119

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Damage detection in structural health monitoring using kernel PLS based GLR

Chaabane, M., Mansouri, M., Nounou, H., Nounou, M., Ben Slima, M. & Ben Hamida, A., 19 Oct 2017, Proceedings - 3rd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2017. Institute of Electrical and Electronics Engineers Inc., 8075555

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Damage detection using enhanced multivariate statistical process control technique

Chaabane, M., Ben Hamida, A., Mansouri, M., Nounou, H. & Avci, O., 16 Jun 2017, 2016 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering, STA 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 234-238 5 p. 7952052

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Delay-dependent adaptive control of uncertain time-delay systems

Nounou, H., 2006, Proceedings of the 45th IEEE Conference on Decision and Control 2006, CDC. p. 2795-2800 6 p. 4177593

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Design of reduced-order controllers using a set of measurements: Application to a DC servomotor

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2013, 2013 American Control Conference, ACC 2013. p. 4331-4336 6 p. 6580506

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Detecting abnormal ozone levels using PCA-based GLR hypothesis testing

Harrou, F., Nounou, M. & Nounou, H., 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 95-102 8 p. 6597223

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Effective monitoring of an air quality network

Baklouti, R., Ben Hamida, A., Mansouri, M., Harkat, M. F., Nounou, M. & Nounou, H., 23 May 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Enhanced fault detection of an air quality monitoring network

Mansouri, M., Nounou, H., Harkat, M-F. & Nounou, M., 27 Sep 2017, 2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems, EESMS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8052681

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Enhanced modeling of distillation columns using integrated multiscale latent variable regression

Madakyaru, M., Nounou, M. & Nounou, H., 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 73-80 8 p. 6611666

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Enhanced monitoring using PCA-based GLR fault detection and multiscale filtering

Harrou, F., Nounou, M. & Nounou, H., 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 1-8 8 p. 6611656

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Estimation of nonlinear control parameters in induction machine using particle filtering

Mansouri, M., Mohamed-Seghir, M., Nounou, H., Nounou, M. & Abu-Rub, H., 2013, 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 6564095

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Fault detection in a wastewater treatment plant

Baklouti, I., Mansouri, M., Nounou, H., Ben Slima, M. & Ben Hamida, A., 19 Oct 2017, Proceedings - 3rd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2017. Institute of Electrical and Electronics Engineers Inc., 8075523

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Fault detection in processes represented by PLS models using an EWMA control scheme

Harrou, F., Nounou, M. & Nounou, H., 18 Oct 2016, International Conference on Control, Decision and Information Technologies, CoDIT 2016. Institute of Electrical and Electronics Engineers Inc., p. 152-157 6 p. 7593552

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fault detection of chemical processes using improved generalized likelihood ratio test

Mansouri, M., Nounou, H., Harkat, M-F. & Nounou, M., 3 Nov 2017, 2017 22nd International Conference on Digital Signal Processing, DSP 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-August. 8096094

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Fault detection of chemical processes using KPCA-based GLRT technique

Baklouti, R., Mansouri, M., Nounou, H., Nounou, M., Ben Slima, M. & Ben Hamida, A., 19 Oct 2017, Proceedings - 3rd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2017. Institute of Electrical and Electronics Engineers Inc., 8075513

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Fault detection of nonlinear systems using an improved KPCA method

Ziyan Sheriff, M., Nazmul Karim, M., Nounou, M., Nounou, H. & Mansouri, M., 8 Nov 2017, 2017 4th International Conference on Control, Decision and Information Technologies, CoDIT 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 36-41 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Fault detection using UKF-based optimized EWMA method in wastewater treatment plant

Djmal, I. B., Mansouri, M., Nounou, M., Nounou, H. & Ben Hamida, A., 23 May 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Feedback stabilizability of infinite dimensional neutral systems

Hadd, S., Nounou, H. & Nounou, M., 2010, 2010 49th IEEE Conference on Decision and Control, CDC 2010. p. 702-707 6 p. 5718048

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy control of a CSTR process

Almalki Al-Jehani, N., Nounou, H. & Nounou, M., 2012, 2012 8th International Symposium on Mechatronics and its Applications, ISMA 2012. 6215176

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Fuzzy Model Predictive Control: Techniques, stability issues, and examples

Nounou, H. & Passino, K. M., 1999, IEEE International Symposium on Intelligent Control - Proceedings. IEEE, p. 423-428 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Citations (Scopus)

Genetic algorithm optimization for quantized target tracking in wireless sensor networks

Mansouri, M., Khoukhi, L., Nounou, H. & Nounou, M., 2011, 2011 IEEE Global Telecommunications Conference, GLOBECOM 2011. 6134534

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Improved particle filtering for state and parameter estimation- CSTR model

Mansouri, M., Nounou, H. & Nounou, M., 2014, 2014 IEEE 11th International Multi-Conference on Systems, Signals and Devices, SSD 2014. IEEE Computer Society, 6808794

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Improved shewhart chart for damage detection of structural health monitoring systems

Chaabane, M., Ben Hamida, A., Mansouri, M., Nounou, H. & Nounou, M., 23 May 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improved Statistical Method Based Exponentially Weighted GLRT Chart and Its Application to Fault Detection

Baklouti, R., Mansouri, M., Hamida, A. B., Nounou, H. & Nounou, M., 27 Nov 2018, 2018 European Control Conference, ECC 2018. Institute of Electrical and Electronics Engineers Inc., p. 703-708 6 p. 8550495

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Induction motor drive system with adaptive fuzzy logic controller

Al-Sulaiti, M. K., Abu-Rub, H., Nounou, H., Al-Khuleifi, A., Al-Motawa, A. & Iqbali, A., 2009, 14th International Conference on Methods and Models in Automation and Robotics, MMAR'09 - Proceedings. PART 1 ed. Vol. 14. p. 97-102 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Inferring gene regulatory networks with nonlinear models via exploiting sparsity

Noor, A., Serpedin, E., Nounou, M. & Nounou, H., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 725-728 4 p. 6287986

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Information theoretic methods for modeling of gene regulatory networks

Noor, A., Serpedin, E., Nounou, M., Nounou, H., Mohamed, N. & Chouchane, L., 2012, 2012 IEEE Symposium on Computational Intelligence and Computational Biology, CIBCB 2012. p. 418-423 6 p. 6217260

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Intervention in biological phenomena modeled by S-systems: A model predictive control approach

Meskin, N., Nounou, H., Nounou, M., Datta, A. & Dougherty, E. R., 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 3519-3523 5 p. 5990875

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Iterated Square Root Unscented Kalman Filter for state estimation - CSTR model

Mansouri, M., Avci, O., Nounou, H. & Nounou, M., 4 Dec 2015, 12th International Multi-Conference on Systems, Signals and Devices, SSD 2015. Institute of Electrical and Electronics Engineers Inc., 7348243

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Joint distributed parameter and channel estimation in wireless sensor networks via variational inference

Ahmad, A., Serpedin, E., Nounou, H. & Nounou, M., 2012, Conference Record of the 46th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2012. p. 830-834 5 p. 6489130

Research output: Chapter in Book/Report/Conference proceedingConference contribution