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Research Output 1999 2020

2013

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
2 Citations (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

Distillation columns
Decomposition
Chemical analysis
11 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

Fault detection
Principal component analysis
Monitoring
Process monitoring
Ozone
2 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

Rotors
Fluxes
State estimation
Mean square error
Stators
7 Citations (Scopus)
Distillation
Distillation columns
Latent Variables
Regression
Latent Variable Models
32 Citations (Scopus)

Joint node localization and time-varying clock synchronization in wireless sensor networks

Ahmad, A., Serpedin, E., Nounou, H. & Nounou, M., Oct 2013, In : IEEE Transactions on Wireless Communications. 12, 10, p. 5322-5333 12 p., 6596074.

Research output: Contribution to journalArticle

Clock Synchronization
Wireless Sensor Networks
Clocks
Wireless sensor networks
Time-varying
8 Citations (Scopus)

Joint node localization and time-varying clock synchronization in wireless sensor networks

Ahmad, A., Serpedin, E., Nounou, H. & Nounou, M., 18 Oct 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 5170-5174 5 p. 6638648

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

Clocks
Wireless sensor networks
Synchronization
Mean square error
Computational complexity
3 Citations (Scopus)
Biological Models
Biological Phenomena
Masks
Genes

Multiscale filtering and applications to chemical and biological systems

Nounou, M., Nounou, H. & Madakyaru, M., 31 Aug 2013, Handbook of Research on Novel Soft Computing Intelligent Algorithms: Theory and Practical Applications. IGI Global, Vol. 2-2. p. 749-786 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Biological systems
DNA sequences
Distillation columns
Low pass filters
Masks
18 Citations (Scopus)

Network-wide clock synchronization via message passing with exponentially distributed link delays

Zennaro, D., Ahmad, A., Vangelista, L., Serpedin, E., Nounou, H. & Nounou, M., 2013, In : IEEE Transactions on Communications. 61, 5, p. 2012-2024 13 p., 6468998.

Research output: Contribution to journalArticle

Message passing
Clocks
Synchronization
Cramer-Rao bounds
Data fusion
1 Citation (Scopus)

Non linear and non gaussian states and parameters estimation using bayesian methods-comparatives studies

Mansouri, M., Mohamed-Seghir, M., Nounou, H., Nounou, M. & Abu-Rub, H., 31 Aug 2013, Handbook of Research on Novel Soft Computing Intelligent Algorithms: Theory and Practical Applications. IGI Global, Vol. 2-2. p. 711-748 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

State estimation
Kalman filters
Parameter estimation
Extended Kalman filters
Biological systems
3 Citations (Scopus)

Nonlinear 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. 81-88 8 p. 6611667

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

Polynomials
Distillation columns
Availability
Monitoring
14 Citations (Scopus)

Parameter estimation of biological phenomena: An unscented kalman filter approach

Meskin, N., Nounou, H., Nounou, M. & Datta, A., 2013, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 10, 2, p. 537-543 7 p., 6477037.

Research output: Contribution to journalArticle

Biological Phenomena
Metabolites
Kalman filters
Parameter estimation
Kalman Filter
9 Citations (Scopus)
Compressed sensing
Reverse engineering
Gene Regulatory Networks
Kalman filters
Genes

ROBNCA: Robust network component analysis for recovering transcription factor activities

Noor, A., Ahmad, A., Serpedin, E., Nounou, M. & Nounou, H., 2013, 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2013 - Proceedings. p. 19-22 4 p. 6735919

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

Network components
Transcription factors
Transcription Factors
Gene expression
Genes
12 Citations (Scopus)

ROBNCA: Robust network component analysis for recovering transcription factor activities

Noor, A., Ahmad, A., Serpedin, E., Nounou, M. & Nounou, H., 2013, In : Bioinformatics. 29, 19, p. 2410-2418 9 p.

Research output: Contribution to journalArticle

Network components
Transcription factors
Transcription Factor
Transcription Factors
Algorithm Analysis
4 Citations (Scopus)

Robust control design method for uncertain system using a set of measurements

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2013, 2013 American Control Conference, ACC 2013. p. 4325-4330 6 p. 6580505

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

Uncertain systems
Robust control
Controllers
Frequency response
Electric current control
16 Citations (Scopus)

Secure and robust clustering for quantized target tracking in wireless sensor networks

Mansouri, M., Khoukhi, L., Nounou, H. & Nounou, M., Apr 2013, In : Journal of Communications and Networks. 15, 2, p. 164-172 9 p., 6512240.

Research output: Contribution to journalArticle

Target tracking
Wireless sensor networks
Sensor nodes
Sensors
Power transmission
13 Citations (Scopus)

State estimation of a chemical reactor process model - A comparative study

Mansouri, M., Nounou, H. & Nounou, M., 2013, 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 6563998

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

Chemical reactors
Extended Kalman filters
State estimation
Temperature
2 Citations (Scopus)

States and parameters estimation in induction motor using Bayesian techniques

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. 6564046

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

State estimation
Induction motors
Parameter estimation
Rotors
Fluxes
53 Citations (Scopus)

Statistical fault detection using PCA-based GLR hypothesis testing

Harrou, F., Nounou, M., Nounou, H. & Madakyaru, M., Jan 2013, In : Journal of Loss Prevention in the Process Industries. 26, 1, p. 129-139 11 p.

Research output: Contribution to journalArticle

Principal Component Analysis
Fault detection
Principal component analysis
principal component analysis
Testing
3 Citations (Scopus)

Supersonic mib

Wajid, B., Ekti, A. R., Noor, A., Serpedin, E., Naeem Ayyaz, M., Nounou, H. & Nounou, M., 2013, 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2013 - Proceedings. p. 86-87 2 p. 6735941

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

Genome
Pipelines
Genes
20 Citations (Scopus)

Towards data-based adaptive control

Datta, A., Layek, R., Nounou, H., Nounou, M., Mohsenizadeh, N. & Bhattacharyya, S. P., Jan 2013, In : International Journal of Adaptive Control and Signal Processing. 27, 1-2, p. 122-135 14 p.

Research output: Contribution to journalArticle

Networks (circuits)
System theory
Robust control
Hydraulics
Control systems
2012
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
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
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
6 Citations (Scopus)

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

Fuzzy control
Controllers
Process control
Mathematical models
Economics
9 Citations (Scopus)

Fuzzy intervention in biological phenomena

Nounou, H., Nounou, M., Meskin, N., Datta, A. & Dougherty, E. R., 2012, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 9, 6, p. 1819-1825 7 p.

Research output: Contribution to journalArticle

Biological Phenomena
Theoretical Models
Biological Models
Nonlinear Dynamics
Pathway
29 Citations (Scopus)
Space Simulation
Gene Regulatory Networks
Gene Regulatory Network
State-space Model
Sparsity
2 Citations (Scopus)

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

Genes
Extended Kalman filters
Gene expression
Microarrays
Kalman filters
7 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

Genes
Time series
Directed graphs

Intervention in biological phenomena represented by genetic regulatory networks: A variable structure approach

Fnaiech, M. A., Nounou, H., Nounou, M. & Datta, A., Dec 2012, In : Journal of Biological Systems. 20, 4, p. 327-347 21 p.

Research output: Contribution to journalArticle

Biological Phenomena
Genetic Regulatory Networks
Variable Structure
sliding
Sliding mode control

Intervention in biological phenomena via feedback linearization

Fnaiech, M. A., Nounou, H., Nounou, M. & Datta, A., 2012, In : Advances in Bioinformatics. 2012, 534810.

Research output: Contribution to journalArticle

Biological Phenomena
Feedback linearization
Biological systems
Metabolites
Nonlinear systems

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

Channel estimation
Parameter estimation
Wireless sensor networks
Sensors
Military applications
5 Citations (Scopus)

MiB: A comparative assembly processing pipeline

Wajid, B., Serpedin, E., Nounou, M. & Nounou, H., 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2012. p. 86-89 4 p. 6507733

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

Pipelines
Insertional Mutagenesis
Genome
Processing
Genes
11 Citations (Scopus)

Modeling of nonlinear biological phenomena modeled by S-systems using Bayesian method

Mansouri, M., Nounou, H., Nounou, M. & Datta, A. A., 2012, 2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012. p. 305-310 6 p. 6498128

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

State estimation
Parameter estimation
Nonlinear systems
Biological systems
Mean square error
18 Citations (Scopus)

Multiscale denoising of biological data: A comparative analysis

Nounou, M., Nounou, H., Meskin, N., Datta, A. & Dougherty, E. R., 2012, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 9, 5, p. 1539-1544 6 p., 6193095.

Research output: Contribution to journalArticle

Masks
Denoising
Comparative Analysis
Chromosome Aberrations
Noise
3 Citations (Scopus)
Sequence Analysis
Genome
Genes
Counting
Sufficient
1 Citation (Scopus)

Output-feedback model predictive control of biological phenomena modeled by S-systems

Meskin, N., Nounou, H., Nounou, M., Datta, A. & Dougherty, E. R., 2012, 2012 American Control Conference, ACC 2012. p. 1979-1984 6 p. 6314815

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

Model predictive control
Feedback
Metabolites
Kalman filters
Sampling

Robust routing for target tracking in quantized sensor networks

Mansouri, M., Khoukhi, L., Nounou, H. & Nounou, M., 2012, IWCMC 2012 - 8th International Wireless Communications and Mobile Computing Conference. p. 1130-1135 6 p. 6314365

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

Target tracking
Sensor networks
Wireless sensor networks
Sensor nodes
Sensors
1 Citation (Scopus)

Wavelet-based multiscale filtering of genomic data

Nounou, M., Nounou, H., Meskin, N. & Datta, A., 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 804-809 6 p. 6425661

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

Time series
Low pass filters
Biological systems
White noise
Microarrays
2011
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
3 Citations (Scopus)

Eventual norm continuity for neutral semigroups on Banach spaces

Hadd, S., Nounou, H. & Nounou, M., 15 Mar 2011, In : Journal of Mathematical Analysis and Applications. 375, 2, p. 543-552 10 p.

Research output: Contribution to journalArticle

Banach spaces
Closed loop systems
Semigroup
Banach space
Norm
3 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

Target tracking
Wireless sensor networks
Genetic algorithms
Sensors
Sensor networks
13 Citations (Scopus)

Intervention in biological phenomena modeled by S-systems

Meskin, N., Nounou, H., Nounou, M., Datta, A. & Dougherty, E. R., May 2011, In : IEEE Transactions on Biomedical Engineering. 58, 5, p. 1260-1267 8 p., 5668500.

Research output: Contribution to journalArticle

Model predictive control

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

Model predictive control
12 Citations (Scopus)

Parameter estimation of biological phenomena modeled by S-systems: An Extended Kalman filter approach

Meskin, N., Nounou, H., Nounou, M., Datta, A. & Dougherty, E. R., 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 4424-4429 6 p. 6160690

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

S-system
Extended Kalman filters
Parameter estimation
Kalman Filter
Parameter Estimation
2010

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

Neutral Systems
Infinite-dimensional Systems
Stabilizability
Linear systems
Semigroup
12 Citations (Scopus)
Adsorption isotherms
Adsorption
Isotherms
adsorption
isotherm