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Research Output 1999 2020

2 Citations (Scopus)

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

Network components
Transcription factors
Transcription Factor
Closed-form Solution
Prior Information
5 Citations (Scopus)
Structural health monitoring
State estimation
Kalman filters
Redundancy
Life cycle

A Control Design Approach for TITO Systems Using Measured Data

Khadraoui, S., Fareh, R., Nounou, H. & Nounou, M., 1 Jan 2019, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 141, 1, 011013.

Research output: Contribution to journalArticle

controllers
Controllers
output
approach control
boxes
4 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

Controllers
Frequency response
Mathematical models
Closed loop systems
Embedded systems
2 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

Gene Regulatory Networks
Kalman filters
Time series
Genes
Nonlinear Dynamics
1 Citation (Scopus)
Continuous-time Systems
Nonlinear systems
Nonlinear Systems
Power control
Adaptive Control
1 Citation (Scopus)

Adapting the search vector for direct adaptive control systems

Nounou, H., Sep 2006, In : Engineering Applications of Artificial Intelligence. 19, 6, p. 671-679 9 p.

Research output: Contribution to journalArticle

Adaptive control systems
Power control
Controllers
Nonlinear systems
3 Citations (Scopus)

Adaptive Controller Design for Unknown Systems Using Measured Data

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Jul 2016, In : Asian Journal of Control. 18, 4, p. 1453-1466 14 p.

Research output: Contribution to journalArticle

Controllers
Mathematical models
Scheduling
Flow rate
Availability
1 Citation (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

Chemical reactors
Time delay
Stabilization
Uncertainty
6 Citations (Scopus)

Adaptive fuzzy logic-controlled surface mount permanent magnet synchronous motor drive

Iqbal, A., Abu-Rub, H. & Nounou, H., 1 Jan 2014, In : Systems Science and Control Engineering. 2, 1, p. 465-475 11 p.

Research output: Contribution to journalArticle

Synchronous Machine
Permanent Magnet Synchronous Motor
Permanent Magnet
Synchronous motors
Permanent magnets
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

Controllers
Mathematical models
Specifications
Heating
Degradation
6 Citations (Scopus)

A data-based technique for monitoring of wound rotor induction machines: A simulation study

Harrou, F., Ramahaleomiarantsoa, J. F., Nounou, M. & Nounou, H., 1 Sep 2016, In : Engineering Science and Technology, an International Journal. 19, 3, p. 1424-1435 12 p.

Research output: Contribution to journalArticle

Fault detection
Principal component analysis
Rotors
Monitoring
Information use
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

Parallel algorithms
Clocks
Wireless sensor networks
Synchronization
Message passing
3 Citations (Scopus)

A Measurement-Based Approach for Designing Fixed-Order Controllers for Unknown Closed-Loop Architecture

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Mar 2016, In : Asian Journal of Control. 18, 2, p. 686-698 13 p.

Research output: Contribution to journalArticle

Controllers
Frequency response
Servomotors
Linear systems
Mathematical models
10 Citations (Scopus)

A measurement-based approach for designing reduced-order controllers with guaranteed bounded error

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Sep 2013, In : International Journal of Control. 86, 9, p. 1586-1596 11 p.

Research output: Contribution to journalArticle

Controllers
Frequency response
Identification (control systems)
Servomotors
Nonlinear programming
5 Citations (Scopus)

A measurement based approach for linear circuit modeling and design

Layek, R., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 3821-3826 6 p., 6426460.

Research output: Contribution to journalArticle

Networks (circuits)
Circuit theory
Modeling
Generalise
Theorem
6 Citations (Scopus)

A Measurement-Based Approach for Speed Control of Induction Machines

Fnaiech, M. A., Khadraoui, S., Nounou, H., Nounou, M., Guzinski, J., Abu-Rub, H., Datta, A. & Bhattacharyya, S. P., 1 Jun 2014, In : IEEE Journal of Emerging and Selected Topics in Power Electronics. 2, 2, p. 308-318 11 p., 6704765.

Research output: Contribution to journalArticle

Speed control
Controllers
Cost reduction
Noise abatement
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

Tuning
Controllers
Identification (control systems)
Frequency response
Mathematical models
4 Citations (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

Networks (circuits)
Resistors
Linear systems
2 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

Civil engineering
Linear systems
Hydraulics
11 Citations (Scopus)

A measurement-based control design approach for efficient cancer chemotherapy

Khadraoui, S., Harrou, F., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 10 Mar 2016, In : Information Sciences. 333, p. 108-125 18 p.

Research output: Contribution to journalArticle

Chemotherapy
Control Design
Cancer
Drugs
Oncology
3 Citations (Scopus)

A measurement-based technique for designing fixed-order RST controllers and application to a coupled water tank system

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Jan 2014, In : Systems Science and Control Engineering. 2, 1, p. 484-492 9 p.

Research output: Contribution to journalArticle

Water tanks
Controller
Water
Frequency Response
Controllers
13 Citations (Scopus)

A model-free design of reduced-order controllers and application to a DC servomotor

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2014, In : Automatica. 50, 8, p. 2142-2149 8 p.

Research output: Contribution to journalArticle

Servomotors
Controllers
Frequency response
Identification (control systems)
Position control
1 Citation (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

Frequency Response
Controller
Frequency response
Controllers
Closed-loop
24 Citations (Scopus)

Analysis and synthesis of uncertain switched discrete-time systems

Mahmoud, M. S., Nounou, M. & Nounou, H., Jun 2007, In : IMA Journal of Mathematical Control and Information. 24, 2, p. 245-257 13 p.

Research output: Contribution to journalArticle

Switched Systems
Discrete-time Systems
Synthesis
Feedback
Convex optimization
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

Fault detection
Electric potential
Topology
Power electronics
Grid
7 Citations (Scopus)

An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test

Mansouri, M., Hajji, M., Trabelsi, M., Harkat, M-F., Al-khazraji, A., Livera, A., Nounou, H. & Nounou, M., 15 Sep 2018, In : Energy. 159, p. 842-856 15 p.

Research output: Contribution to journalArticle

Fault detection
Monitoring
Statistics

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

Biological systems
Polynomials
2 Citations (Scopus)

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

Solar energy
Dust
Neural networks
Power generation
Electricity

A Nonparametric Approach to Design Fixed-order Controllers for Systems with Constrained Input

Khadraoui, S. & Nounou, H., 1 Jan 2018, (Accepted/In press) In : International Journal of Control, Automation and Systems.

Research output: Contribution to journalArticle

Controllers
Linear systems
Mathematical models
Specifications
Degradation
3 Citations (Scopus)

A nonparametric approach to design robust controllers for uncertain systems: Application to an air flow heating system

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Dec 2015, In : Journal of Process Control. 36, p. 1-10 10 p.

Research output: Contribution to journalArticle

Uncertain systems
Robust Design
Uncertain Systems
Heating
Controller
11 Citations (Scopus)
Protein Interaction Maps
Gene Regulatory Networks
Statistical methods
Genes
Proteins
34 Citations (Scopus)

Application of adaptive fuzzy control to ac machines

Nounou, H. & Rehman, H. U., Jun 2007, In : Applied Soft Computing Journal. 7, 3, p. 899-907 9 p.

Research output: Contribution to journalArticle

Fuzzy control
Controllers
Trajectories
Speed control
Induction motors

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

Biological systems
Controllers
Mathematical models

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

Metabolism
Controllers
Biological systems
Metabolites
Fuzzy control
2 Citations (Scopus)

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

10 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

Fault detection
Principal component analysis

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

Structural health monitoring
State estimation
Kalman filters
Mean square error
3 Citations (Scopus)
State estimation
Parameter estimation
Rotors
Extended Kalman filters
Kalman filters
1 Citation (Scopus)

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

Proteomics
2 Citations (Scopus)

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

Damage detection
Structural health monitoring
Fault detection
Nonlinear systems
Statistics
5 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

Multivariate Statistical Process Control
Kernel Principal Component Analysis
Statistical process control
Damage Detection
Damage detection
3 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

Time delay
Stabilization
Closed loop systems
Controllers
Computer simulation

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

Servomotors
Controllers
Frequency response
Mathematical models
Nonlinear programming
6 Citations (Scopus)

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

Principal component analysis
Ozone
Fault detection
Testing
Troposphere

Effective fault detection in structural health monitoring systems

Chaabane, M., Mansouri, M., Abodayeh, K., Ben Hamida, A., Nounou, H. & Nounou, M., 1 Jan 2019, In : Advances in Mechanical Engineering. 11, 9

Research output: Contribution to journalArticle

Open Access
Structural health monitoring
Fault detection
Statistics
Monitoring
1 Citation (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

Air quality
Fault detection
Monitoring
Air pollution
Principal component analysis
18 Citations (Scopus)

Enhanced data validation strategy of air quality monitoring network

Harkat, M-F., Mansouri, M., Nounou, M. & Nounou, H., 1 Jan 2018, In : Environmental Research. 160, p. 183-194 12 p.

Research output: Contribution to journalArticle

Air quality
Air
air quality
Fault detection
Monitoring

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

Fault detection
Air quality
Principal component analysis
principal component analysis
Monitoring
3 Citations (Scopus)
Generalized Likelihood Ratio Test
Failure Detection
Photovoltaic System
Chart
Feature extraction