Mohamed N. Nounou
Mohamed N. Nounou
Professor of Chemical Engineering, Texas A&M University at Qatar
Verified email at qatar.tamu.edu - Homepage
TitleCited byYear
On‐line multiscale filtering of random and gross errors without process models
MN Nounou, BR Bakshi
AIChE Journal 45 (5), 1041-1058, 1999
1411999
Statistical fault detection using PCA-based GLR hypothesis testing
F Harrou, MN Nounou, HN Nounou, M Madakyaru
Journal of loss prevention in the process industries 26 (1), 129-139, 2013
622013
Bayesian principal component analysis
MN Nounou, BR Bakshi, PK Goel, X Shen
Journal of Chemometrics: A Journal of the Chemometrics Society 16 (11), 576-595, 2002
582002
Kernel PCA-based GLRT for nonlinear fault detection of chemical processes
M Mansouri, M Nounou, H Nounou, N Karim
Journal of Loss Prevention in the Process Industries 40, 334-347, 2016
552016
Kernel PLS-based GLRT method for fault detection of chemical processes
C Botre, M Mansouri, M Nounou, H Nounou, MN Karim
Journal of Loss Prevention in the Process Industries 43, 212-224, 2016
522016
PLS-based EWMA fault detection strategy for process monitoring
F Harrou, MN Nounou, HN Nounou, M Madakyaru
Journal of Loss Prevention in the Process Industries 36, 108-119, 2015
492015
Inferring gene regulatory networks via nonlinear state-space models and exploiting sparsity
A Noor, E Serpedin, M Nounou, H Nounou
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 9 …, 2012
442012
Joint node localization and time-varying clock synchronization in wireless sensor networks
A Ahmad, E Serpedin, H Nounou, M Nounou
IEEE Transactions on wireless communications 12 (10), 5322-5333, 2013
432013
Process modeling by Bayesian latent variable regression
MN Nounou, BR Bakshi, PK Goel, X Shen
AIChE Journal 48 (8), 1775-1793, 2002
432002
Fault detection using multiscale PCA-based moving window GLRT
MZ Sheriff, M Mansouri, MN Karim, H Nounou, M Nounou
Journal of Process Control 54, 47-64, 2017
412017
Monitoring linear antenna arrays using an exponentially weighted moving average-based fault detection scheme
F Harrou, MN Nounou
Systems Science & Control Engineering: An Open Access Journal 2 (1), 433-443, 2014
372014
State and parameter estimation for nonlinear biological phenomena modeled by S-systems
MM Mansouri, HN Nounou, MN Nounou, AA Datta
Digital Signal Processing 28, 1-17, 2014
292014
Multiscale rectification of random errors without fundamental process models
BR Bakshi, P Bansal, MN Nounou
Computers & Chemical Engineering 21, S1167-S1172, 1997
281997
Analysis and synthesis of uncertain switched discrete-time systems
MS Mahmoud, MN Nounou, HN Nounou
IMA Journal of Mathematical Control and Information 24 (2), 245-257, 2007
272007
Iterated robust kernel fuzzy principal component analysis and application to fault detection
R Baklouti, M Mansouri, M Nounou, H Nounou, AB Hamida
Journal of Computational Science, 2016
262016
Multiscale pls-based glrt for fault detection of chemical processes
C Botre, M Mansouri, MN Karim, H Nounou, M Nounou
Journal of Loss Prevention in the Process Industries 46, 143-153, 2017
252017
Multiscale denoising of biological data: A comparative analysis
MN Nounou, HN Nounou, N Meskin, A Datta, ER Dougherty
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 9 …, 2012
252012
Improving the prediction and parsimony of ARX models using multiscale estimation
MN Nounou, HN Nounou
Applied Soft Computing 7 (3), 711-721, 2007
242007
Towards data‐based adaptive control
A Datta, R Layek, H Nounou, M Nounou, N Mohsenizadeh, ...
International Journal of Adaptive Control and Signal Processing 27 (1-2 …, 2013
232013
Multiscale fuzzy Kalman filtering
HN Nounou, MN Nounou
Engineering Applications of Artificial Intelligence 19 (5), 439-450, 2006
232006
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Articles 1–20