Boujemaa Ait-El-Fquih

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 8

Top Topics

Parameter Estimation

Expectation Maximization

Variational Bayesian

Top Venues

IEEE Trans. Signal Process.

Publications

Dias Urozayev, Boujemaa Ait-El-Fquih, Daniel B. Peter
Sparse Variational Bayesian Inversion for Subsurface Seismic Imaging. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Boujemaa Ait-El-Fquih, Ibrahim Hoteit
Parallel- and Cyclic-Iterative Variational Bayes for Fast Kalman Filtering in Large-Dimensions. IEEE Trans. Signal Process. 70 (2022)
Boujemaa Ait-El-Fquih, Thomas Rodet, Ibrahim Hoteit
Unsupervised Variational Bayesian Kalman Filtering For Large-Dimensional Gaussian Systems. ICASSP (2020)
Boujemaa Ait-El-Fquih, Jean-François Giovannelli, N. Paul, A. Girard, Ibrahim Hoteit
Parametric Bayesian estimation of point-like pollution sources of groundwater layers. Signal Process. 168 (2020)
Boujemaa Ait-El-Fquih, Jean-François Giovannelli, N. Paul, A. Girard, Ibrahim Hoteit
A Variational Bayesian Estimation Scheme For Parametric Point-Like Pollution Source of Groundwater Layers. SSP (2018)
Boujemaa Ait-El-Fquih, Ibrahim Hoteit
A Variational Bayesian Multiple Particle Filtering Scheme for Large-Dimensional Systems. IEEE Trans. Signal Process. 64 (20) (2016)
Boujemaa Ait-El-Fquih, Ibrahim Hoteit
Fast Kalman-Like Filtering for Large-Dimensional Linear and Gaussian State-Space Models. IEEE Trans. Signal Process. 63 (21) (2015)
Boujemaa Ait-El-Fquih, Ibrahim Hoteit
An efficient multiple particle filter based on the variational Bayesian approach. ISSPIT (2015)
Mohamad E. Gharamti, Boujemaa Ait-El-Fquih, Ibrahim Hoteit
A One-Step-Ahead Smoothing-Based Joint Ensemble Kalman Filter for State-Parameter Estimation of Hydrological Models. DyDESS (2014)
Boujemaa Ait-El-Fquih, Cédric Gouy-Pailler
Backward hidden Markov chain for outlier-robust filtering and fixed-interval smoothing. ICASSP (2013)
Boujemaa Ait-El-Fquih, Thomas Rodet
Variational Bayesian Kalman filtering in dynamical tomography. ICASSP (2011)
François Desbouvries, Yohan Petetin, Boujemaa Ait-El-Fquih
Direct, prediction- and smoothing-based Kalman and particle filter algorithms. Signal Process. 91 (8) (2011)
Boujemaa Ait-El-Fquih, François Desbouvries
Fixed-Interval Kalman Smoothing Algorithms in Singular State-Space Systems. J. Signal Process. Syst. 65 (3) (2011)
Alberto Gaspar Guimarães, Boujemaa Ait-El-Fquih, François Desbouvries
A fixed-lag particle smoother for blind SISO equalization of time-varying channels. IEEE Trans. Wirel. Commun. 9 (2) (2010)
Boujemaa Ait-El-Fquih, François Desbouvries
A new Particle Filtering algorithm with structurally optimal importance function. ICASSP (2008)
Boujemaa Ait-El-Fquih, François Desbouvries
On Bayesian Fixed-Interval Smoothing Algorithms. IEEE Trans. Autom. Control. 53 (10) (2008)
Alberto Gaspar Guimarães, Boujemaa Ait-El-Fquih, François Desbouvries
A fixed-lag particle smoothing algorithm for the blind turbo equalization of time-varying channels. ICASSP (2008)
Boujemaa Ait-El-Fquih, François Desbouvries
Kalman Filtering in Triplet Markov Chains. IEEE Trans. Signal Process. 54 (8) (2006)
Boujemaa Ait-El-Fquih, François Desbouvries
Unsupervised Signal Restoration in Partially Observed Markov Chains. ICASSP (3) (2006)
Boujemaa Ait-El-Fquih, François Desbouvries
Kalman filtering for triplet Markov chains: applications and extensions. ICASSP (4) (2005)