Boujemaa AIT EL FQUIH
Boujemaa AIT EL FQUIH
Research Scientist, KAUST
Verified email at kaust.edu.sa
Title
Cited by
Cited by
Year
Kalman filtering in triplet Markov chains
B Ait-El-Fquih, F Desbouvries
IEEE Transactions on Signal Processing 54 (8), 2957-2963, 2006
482006
An iterative ensemble Kalman filter with one-step-ahead smoothing for state-parameters estimation of contaminant transport models
ME Gharamti, B Ait-El-Fquih, I Hoteit
Journal of Hydrology 527, 442-457, 2015
382015
Estimating model‐error covariances in nonlinear state‐space models using Kalman smoothing and the expectation–maximization algorithm
D Dreano, P Tandeo, M Pulido, B Ait‐El‐Fquih, T Chonavel, I Hoteit
Quarterly Journal of the Royal Meteorological Society 143 (705), 1877-1885, 2017
372017
A two-update ensemble Kalman filter for land hydrological data assimilation with an uncertain constraint
M Khaki, B Ait-El-Fquih, I Hoteit, E Forootan, J Awange, M Kuhn
Journal of Hydrology 555, 447-462, 2017
322017
On Bayesian fixed-interval smoothing algorithms
B Ait-El-Fquih, F Desbouvries
IEEE Transactions on Automatic Control 53 (10), 2437-2442, 2008
282008
A variational Bayesian multiple particle filtering scheme for large-dimensional systems
B Ait-El-Fquih, I Hoteit
IEEE Transactions on Signal Processing 64 (20), 5409-5422, 2016
272016
A Bayesian consistent dual ensemble Kalman filter for state-parameter estimation in subsurface hydrology
B Ait-El-Fquih, ME Gharamti, I Hoteit
Hydrology and Earth System Sciences 20 (8), 3289-3307, 2016
232016
Fast Kalman-like filtering for large-dimensional linear and Gaussian state-space models
B Ait-El-Fquih, I Hoteit
IEEE Transactions on Signal Processing 63 (21), 5853-5867, 2015
212015
Direct, prediction-and smoothing-based Kalman and particle filter algorithms
F Desbouvries, Y Petetin, B Ait-El-Fquih
Signal processing 91 (8), 2064-2077, 2011
212011
A fixed-lag particle smoother for blind SISO equalization of time-varying channels
A Guimarães, B Ait-El-Fquih, F Desbouvries
IEEE transactions on wireless communications 9 (2), 512-516, 2010
212010
Efficient kernel-based ensemble Gaussian mixture filtering
B Liu, B Ait-El-Fquih, I Hoteit
Monthly Weather Review 144 (2), 781-800, 2016
172016
Unsupervised signal restoration in partially observed Markov chains
BA El Fquih, F Desbouvries
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
152006
Unsupervised ensemble Kalman filtering with an uncertain constraint for land hydrological data assimilation
M Khaki, B Ait-El-Fquih, I Hoteit, E Forootan, J Awange, M Kuhn
Journal of Hydrology 564, 175-190, 2018
142018
Variational Bayesian Kalman filtering in dynamical tomography
B Ait-El-Fquih, T Rodet
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
112011
Bayesian smoothing algorithms in pairwise and triplet Markov chains
B Ait-el-Fquih, F Desbouvries
IEEE/SP 13th Workshop on Statistical Signal Processing, 2005, 721-726, 2005
112005
Kalman filtering for triplet Markov chains: applications and extensions.
B Ait-El-Fquih, F Desbouvries
ICASSP (4), 685-688, 2005
82005
Data assimilation in oceanography: current status and new directions
I Hoteit, X Luo, M Bocquet, A Kohl, B Ait-El-Fquih
New Frontiers in Operational Oceanography, 465-512, 2018
72018
Exact and approximate Bayesian smoothing algorithms in partially observed Markov chains
B Ait-el-Fquih, F Desbouvries
2006 IEEE Nonlinear Statistical Signal Processing Workshop, 148-151, 2006
72006
An Efficient State–Parameter Filtering Scheme Combining Ensemble Kalman and Particle Filters
B Ait-El-Fquih, I Hoteit
Monthly Weather Review 146 (3), 871-887, 2018
62018
Ensemble Kalman filtering with one-step-ahead smoothing
NF Raboudi, B Ait-El-Fquih, I Hoteit
Monthly Weather Review 146 (2), 561-581, 2018
62018
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Articles 1–20