Kalman filtering for triplet Markov chains: applications and extensions. - Boujemaa Ait-El-Fquih; François Desbouvries (ICASSP (4), 2005)

Unsupervised Signal Restoration in Partially Observed Markov Chains. - Boujemaa Ait-El-Fquih; François Desbouvries (ICASSP (3), 2006)

Kalman Filtering in Triplet Markov Chains. - Boujemaa Ait-El-Fquih; François Desbouvries (IEEE Trans. Signal Process., 2006)

A new Particle Filtering algorithm with structurally optimal importance function. - Boujemaa Ait-El-Fquih; François Desbouvries (ICASSP, 2008)

A fixed-lag particle smoothing algorithm for the blind turbo equalization of time-varying channels. - Alberto Gaspar Guimarães; Boujemaa Ait-El-Fquih; François Desbouvries (ICASSP, 2008)

On Bayesian Fixed-Interval Smoothing Algorithms. - Boujemaa Ait-El-Fquih; François Desbouvries (IEEE Trans. Autom. Control., 2008)

A fixed-lag particle smoother for blind SISO equalization of time-varying channels. - Alberto Gaspar Guimarães; Boujemaa Ait-El-Fquih; François Desbouvries (IEEE Trans. Wirel. Commun., 2010)

Variational Bayesian Kalman filtering in dynamical tomography. - Boujemaa Ait-El-Fquih; Thomas Rodet (ICASSP, 2011)

Direct, prediction- and smoothing-based Kalman and particle filter algorithms. - François Desbouvries; Yohan Petetin; Boujemaa Ait-El-Fquih (Signal Process., 2011)

Fixed-Interval Kalman Smoothing Algorithms in Singular State-Space Systems. - Boujemaa Ait-El-Fquih; François Desbouvries (J. Signal Process. Syst., 2011)

Backward hidden Markov chain for outlier-robust filtering and fixed-interval smoothing. - Boujemaa Ait-El-Fquih; Cédric Gouy-Pailler (ICASSP, 2013)

A One-Step-Ahead Smoothing-Based Joint Ensemble Kalman Filter for State-Parameter Estimation of Hydrological Models. - Mohamad E. Gharamti; Boujemaa Ait-El-Fquih; Ibrahim Hoteit (DyDESS, 2014)

An efficient multiple particle filter based on the variational Bayesian approach. - Boujemaa Ait-El-Fquih; Ibrahim Hoteit (ISSPIT, 2015)

Fast Kalman-Like Filtering for Large-Dimensional Linear and Gaussian State-Space Models. - Boujemaa Ait-El-Fquih; Ibrahim Hoteit (IEEE Trans. Signal Process., 2015)

A Variational Bayesian Multiple Particle Filtering Scheme for Large-Dimensional Systems. - Boujemaa Ait-El-Fquih; Ibrahim Hoteit (IEEE Trans. Signal Process., 2016)

A Variational Bayesian Estimation Scheme For Parametric Point-Like Pollution Source of Groundwater Layers. - Boujemaa Ait-El-Fquih; Jean-François Giovannelli; Nicolas Paul; Alexandre Girard; Ibrahim Hoteit (SSP, 2018)

Unsupervised Variational Bayesian Kalman Filtering For Large-Dimensional Gaussian Systems. - Boujemaa Ait-El-Fquih; Thomas Rodet; Ibrahim Hoteit (ICASSP, 2020)

Parametric Bayesian estimation of point-like pollution sources of groundwater layers. - Boujemaa Ait-El-Fquih; Jean-François Giovannelli; Nicolas Paul; Alexandre Girard; Ibrahim Hoteit (Signal Process., 2020)

Parallel- and Cyclic-Iterative Variational Bayes for Fast Kalman Filtering in Large-Dimensions. - Boujemaa Ait-El-Fquih; Ibrahim Hoteit (IEEE Trans. Signal Process., 2022)

Sparse Variational Bayesian Inversion for Subsurface Seismic Imaging. - Dias Urozayev; Boujemaa Ait-El-Fquih; Daniel B. Peter 001 (IEEE Trans. Geosci. Remote. Sens., 2024)