Blind system identification using cross-relation methods: further results and developments. - Abdeldjalil Aïssa-El-Bey; Mimi Grebici; Karim Abed-Meraim; Adel Belouchrani (ISSPA (1), 2003)

Blind separation of audio sources using modal decomposition. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier (ISSPA, 2005)

Underdetermined blind source seperation of non-disjoint nonstationary sources in the time-frequency domain. - Nguyen Linh-Trung; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Adel Belouchrani (ISSPA, 2005)

Iterative blind source separation by decorrelation: Algorithm and performance analysis. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier (EUSIPCO, 2006)

On the Identifiability Testing in Blind Source Separation Using Resampling Technique. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier (ICA, 2006)

Blind Audio Source Separation Using Sparsity Based Criterion for Convolutive Mixture Case. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier (ICA, 2007)

Underdetermined Blind Separation of Audio Sources from the Time-Frequency Representation of their Convolutive Mixtures. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier (ICASSP (1), 2007)

Blind Image Separation using Sparse Representation. - Wided Souidène; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Azeddine Beghdadi (ICIP (3), 2007)

Underdetermined audio source separation using fast parametric decomposition. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier (ISSPA, 2007)

Underdetermined Blind Audio Source Separation Using Modal Decomposition. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier (EURASIP J. Audio Speech Music. Process., 2007)

Blind Separation of Underdetermined Convolutive Mixtures Using Their Time-Frequency Representation. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier (IEEE Trans. Speech Audio Process., 2007)

Underdetermined Blind Separation of Nondisjoint Sources in the Time-Frequency Domain. - Abdeldjalil Aïssa-El-Bey; Nguyen Linh-Trung; Karim Abed-Meraim; Adel Belouchrani; Yves Grenier (IEEE Trans. Signal Process., 2007)

Blind identification of sparse SIMO channels using maximum a posteriori approach. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim (EUSIPCO, 2008)

OFDM system identification based on m-sequence signatures in cognitive radio context. - François-Xavier Socheleau; Sébastien Houcke; Abdeldjalil Aïssa-El-Bey; Philippe Ciblat (PIMRC, 2008)

Non data-aided SNR estimation of OFDM signals. - François-Xavier Socheleau; Abdeldjalil Aïssa-El-Bey; Sébastien Houcke (IEEE Commun. Lett., 2008)

A general framework for second-order blind separation of stationary colored sources. - Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Yves Grenier; Yingbo Hua (Signal Process., 2008)

Area of mouth opening estimation from speech acoustics using blind deconvolution technique. - Cong-Thanh Do; Abdeldjalil Aïssa-El-Bey; Dominique Pastor; André Goalic (AVSP, 2009)

New hybrid adaptive blind equalization algorithms for QAM signals. - Abdenour Labed; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel; Adel Belouchrani (ICASSP, 2009)

Blind noise variance estimation for OFDMA signals. - François-Xavier Socheleau; Dominique Pastor; Abdeldjalil Aïssa-El-Bey; Sébastien Houcke (ICASSP, 2009)

Blind estimation of the time-frequency activity rate of OFDMA signals. - Mohamed Rabie Oularbi; François-Xavier Socheleau; Abdeldjalil Aïssa-El-Bey; Sébastien Houcke (ICUMT, 2010)

Robust underdetermined blind audio source separation of sparse signals in the time-frequency domain. - Si-Mohamed Aziz Sbai; Abdeldjalil Aïssa-El-Bey; Dominique Pastor (ICASSP, 2011)

Blind and Semi-Blind Sparse Channel Identification in MIMO OFDM Systems. - Abdeldjalil Aïssa-El-Bey; Dai Kimura; Hiroyuki Seki; Tomohiko Taniguchi (ICC, 2011)

Physical layer metrics for vertical handover toward OFDM-based networks. - Mohamed Rabie Oularbi; François-Xavier Socheleau; Sébastien Houcke; Abdeldjalil Aïssa-El-Bey (EURASIP J. Wirel. Commun. Netw., 2011)

Cognitive OFDM system detection using pilot tones second and third-order cyclostationarity. - François-Xavier Socheleau; Sébastien Houcke; Philippe Ciblat; Abdeldjalil Aïssa-El-Bey (Signal Process., 2011)

Robust Statistics Based Noise Variance Estimation: Application to Wideband Interception of Noncooperative Communications. - François-Xavier Socheleau; Dominique Pastor; Abdeldjalil Aïssa-El-Bey (IEEE Trans. Aerosp. Electron. Syst., 2011)

Représentations parcimonieuse et applications en communication numérique. - Abdeldjalil Aïssa-El-Bey (2012)

Représentations parcimonieuses et applications en communication numérique. - Abdeldjalil Aïssa-El-Bey (2012)

Underdetermined source separation of finite alphabet signals via l1 minimization. - Si-Mohamed Aziz Sbai; Abdeldjalil Aïssa-El-Bey; Dominique Pastor (ISSPA, 2012)

Introducing pilot cyclostationnarity for LTE base station number of antennas estimation. - Mohamed Rabie Oularbi; Abdeldjalil Aïssa-El-Bey; Sébastien Houcke (PIMRC, 2012)

Interference alignment: Precoding subspaces design. - Yasser Fadlallah; Abdeldjalil Aïssa-El-Bey; Karine Amis; Ramesh Pyndiah (SPAWC, 2012)

Interference Alignment: Improved Design Via Precoding Vectors. - Yasser Fadlallah; Abdeldjalil Aïssa-El-Bey; Karine Amis; Ramesh Pyndiah (VTC Spring, 2012)

Contribution of statistical tests to sparseness-based blind source separation. - Si-Mohamed Aziz Sbai; Abdeldjalil Aïssa-El-Bey; Dominique Pastor (EURASIP J. Adv. Signal Process., 2012)

New decoding strategy for underdetermined MIMO transmission using sparse decomposition. - Yasser Fadlallah; Abdeldjalil Aïssa-El-Bey; Karine Amis; Dominique Pastor; Ramesh Pyndiah (EUSIPCO, 2013)

An adaptive radius blind equalization algorithm based on pdf fitting. - Malek Messai; Souhaila Fki; Thierry Chonavel; Abdeldjalil Aïssa-El-Bey (EUSIPCO, 2013)

Precoding and decoding in the MIMO interference channel for discrete constellation. - Yasser Fadlallah; Amir K. Khandani; Karine Amis; Abdeldjalil Aïssa-El-Bey; Ramesh Pyndiah (PIMRC, 2013)

GLR test for OFDM system identification using pilot tones pattern. - Mohamed Rabie Oularbi; Saeed Gazor; Sébastien Houcke; Abdeldjalil Aïssa-El-Bey (EURASIP J. Wirel. Commun. Netw., 2013)

Min-norm based alphabet-matching algorithm for adaptive blind equalisation of high-order QAM signals. - Abdenour Labed; Thierry Chonavel; Abdeldjalil Aïssa-El-Bey; Adel Belouchrani (Trans. Emerg. Telecommun. Technol., 2013)

Enumeration of Base Station Antennas in a Cognitive Receiver by Exploiting Pilot Patterns. - Mohamed Rabie Oularbi; Saeed Gazor; Abdeldjalil Aïssa-El-Bey; Sébastien Houcke (IEEE Commun. Lett., 2013)

Sea Clutter Texture Estimation: Exploiting Decorrelation and Cyclostationarity. - Mohamed El Mounir Abdelaziz; Thierry Chonavel; Abdeldjalil Aïssa-El-Bey; Adel Belouchrani; M'hamed Hamadouche (IEEE Trans. Aerosp. Electron. Syst., 2013)

Semi-Blind Source Separation in a Multi-User Transmission System with Interference Alignment. - Yasser Fadlallah; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Karine Amis; Ramesh Pyndiah (IEEE Wirel. Commun. Lett., 2013)

New criteria for blind equalization based on PDF fitting. - Souhaila Fki; Malek Messai; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel (SPAWC, 2014)

Sparsity-based algorithms for blind separation of convolutive mixtures with application to EMG signals. - Abdelouahab Boudjellal; Karim Abed-Meraim; Abdeldjalil Aïssa-El-Bey; Adel Belouchrani; Philippe Ravier (SSP, 2014)

Interference alignment for a multi-user SISO interference channel. - Yasser Fadlallah; Karine Amis; Abdeldjalil Aïssa-El-Bey; Ramesh Pyndiah (EURASIP J. Wirel. Commun. Netw., 2014)

Blind equalization based on pdf fitting and convergence analysis. - Souhaila Fki; Malek Messai; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel (Signal Process., 2014)

Physical layer metrics estimation for CSMA/CA networks using a Markov modeling and source enumeration. - Mohamed Rabie Oularbi; Saeed Gazor; Abdeldjalil Aïssa-El-Bey; Sébastien Houcke (Signal Process., 2014)

Low-complexity half-sparse decomposition-based detection for massive MIMO transmission. - Zahran Hajji; Karine Amis; Abdeldjalil Aïssa-El-Bey; Fatma Abdelkefi (COMNET, 2015)

Blind equalization and Automatic Modulation Classification based on pdf fitting. - Souhaila Fki; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel (ICASSP, 2015)

Low-complexity detector for very large and massive MIMO transmission. - Yasser Fadlallah; Abdeldjalil Aïssa-El-Bey; Karine Amis; Dominique Pastor (SPAWC, 2015)

Robust Estimation of Non-Stationary Noise Power Spectrum for Speech Enhancement. - Van-Khanh Mai; Dominique Pastor; Abdeldjalil Aïssa-El-Bey; Raphaël Le Bidan (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Sparsity-Based Recovery of Finite Alphabet Solutions to Underdetermined Linear Systems. - Abdeldjalil Aïssa-El-Bey; Dominique Pastor; Si-Mohamed Aziz Sbai; Yasser Fadlallah (IEEE Trans. Inf. Theory, 2015)

New Iterative Detector of MIMO Transmission Using Sparse Decomposition. - Yasser Fadlallah; Abdeldjalil Aïssa-El-Bey; Karine Amis; Dominique Pastor; Ramesh Pyndiah (IEEE Trans. Veh. Technol., 2015)

Sparse canonical correlation analysis based on rank-1 matrix approximation and its application for FMRI signals. - Abdeldjalil Aïssa-El-Bey; Abd-Krim Seghouane (ICASSP, 2016)

Non-negative decomposition of linear relationships: Application to multi-source ocean remote sensing data. - Manuel Lopez-Radcenco; Abdeldjalil Aïssa-El-Bey; Pierre Ailliot; Pierre Tandeo; Ronan Fablet (ICASSP, 2016)

Turbo detection based on sparse decomposition for massive MIMO transmission. - Zahran Hajji; Karine Amis; Abdeldjalil Aïssa-El-Bey (ISTC, 2016)

Une solution analytique pour l'identification aveugle au second ordre d'un système à deux entrées et deux sorties. - Abdelfettah Meziane; Bentahar Meziane; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel; Adel Belouchrani (Traitement du Signal, 2016)

Non-negative decomposition of geophysical dynamics. - Manuel Lopez-Radcenco; Abdeldjalil Aïssa-El-Bey; Pierre Ailliot; Ronan Fablet (ESANN, 2017)

Low cost subspace tracking algorithms for sparse systems. - Nacerredine Lassami; Karim Abed-Meraim; Abdeldjalil Aïssa-El-Bey (EUSIPCO, 2017)

Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing data. - Manuel Lopez-Radcenco; Ronan Fablet; Abdeldjalil Aïssa-El-Bey; Pierre Ailliot (ICIP, 2017)

Improved sparse multiuser detection based on modulation-alphabets exploitation. - Malek Messai; Abdeldjalil Aïssa-El-Bey; Karine Amis; Frédéric Guilloud (Digit. Signal Process., 2017)

Sparse and smooth canonical correlation analysis through rank-1 matrix approximation. - Abdeldjalil Aïssa-El-Bey; Abd-Krim Seghouane (EURASIP J. Adv. Signal Process., 2017)

Improving DOA Estimation Algorithms Using High-Resolution Quadratic Time-Frequency Distributions. - Samir Ouelha; Abdeldjalil Aïssa-El-Bey; Boualem Boashash (IEEE Trans. Signal Process., 2017)

Adaptive Blind Identification of Sparse SIMO Channels using Maximum a Posteriori Approach. - Nacerredine Lassami; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim (ACSSC, 2018)

Analog Data Assimilation for Along-Track Nadir and Swot Altimetry Data in the Western Mediterranean Sea. - Manuel Lopez-Radcenco; Ananda Pascual; Laura Gómez-Navarro; Abdeldjalil Aïssa-El-Bey; Ronan Fablet (IGARSS, 2018)

Block Smoothed Sigmoid-Based Shrinkage in Time-Frequency Domain for Robust Audio Denoising. - Van-Khanh Mai; Dominique Pastor; Abdeldjalil Aïssa-El-Bey (ISIVC, 2018)

Joint Soft Threshold and Statistical Estimation for Speech Enhancement. - Van-Khanh Mai; Dominique Pastor; Abdeldjalil Aïssa-El-Bey (ISIVC, 2018)

Joint channel estimation and simplicity-based detection for large-scale MIMO FEC-coded systems. - Zahran Hajji; Karine Amis; Abdeldjalil Aïssa-El-Bey (ISTC, 2018)

Turbo detection based on signal simplicity and compressed sensing for massive MIMO transmission. - Zahran Hajji; Karine Amis; Abdeldjalil Aïssa-El-Bey (WCNC, 2018)

An analytical derivation for second-order blind separation of two signals. - Abdelfettah Meziane; Thierry Chonavel; Abdeldjalil Aïssa-El-Bey; Adel Belouchrani (Ann. des Télécommunications, 2018)

Robust multisensor time-frequency signal processing: A tutorial review with illustrations of performance enhancement in selected application areas. - Boualem Boashash; Abdeldjalil Aïssa-El-Bey (Digit. Signal Process., 2018)

Simplicity-based recovery of finite-alphabet signals for large-scale MIMO systems. - Zahran Hajji; Abdeldjalil Aïssa-El-Bey; Karine Amis (Digit. Signal Process., 2018)

An improved time-frequency noise reduction method using a psycho-acoustic Mel model. - Samir Ouelha; Abdeldjalil Aïssa-El-Bey; Boualem Boashash (Digit. Signal Process., 2018)

Multisensor Time-Frequency Signal Processing MATLAB package: An analysis tool for multichannel non-stationary data. - Boualem Boashash; Abdeldjalil Aïssa-El-Bey; Mohamed Fathi Al-Sa'D (SoftwareX, 2018)

Semi-parametric joint detection and estimation for speech enhancement based on minimum mean square error. - Van-Khanh Mai; Dominique Pastor; Abdeldjalil Aïssa-El-Bey; Raphaël Le Bidan (Speech Commun., 2018)

Convex Combination of LMF and ZA-LMF for Variable Sparse System Identification. - Naveed Iqbal 001; Murwan Bashir; Azzedine Zerguine; Abdeldjalil Aïssa-El-Bey (ACSSC, 2019)

Fast Sparse Subspace Tracking Algorithm based on Shear and Givens Rotations. - Nacerredine Lassami; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim (ACSSC, 2019)

Adaptive Blind Sparse Source Separation Based on Shear and Givens Rotations. - Nacerredine Lassami; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim (ICASSP, 2019)

Reconstruction of Finite-Alphabet Block-Sparse Signals From MAP Support Detection. - Malek Messai; Karine Amis; Frédéric Guilloud; Abdeldjalil Aïssa-El-Bey (IEEE Access, 2019)

Two dimensional CCA via penalized matrix decomposition for structure preserved fMRI data analysis. - Muhammad Ali Qadar; Abdeldjalil Aïssa-El-Bey; Abd-Krim Seghouane (Digit. Signal Process., 2019)

Iteratively reweighted two-stage LASSO for block-sparse signal recovery under finite-alphabet constraints. - Malek Messai; Abdeldjalil Aïssa-El-Bey; Karine Amis; Frédéric Guilloud (Signal Process., 2019)

Analog Data Assimilation of Along-Track Nadir and Wide-Swath SWOT Altimetry Observations in the Western Mediterranean Sea. - Manuel Lopez-Radcenco; Ananda Pascual; Laura Gómez-Navarro; Abdeldjalil Aïssa-El-Bey; Bertrand Chapron; Ronan Fablet (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Improved sparse error recovery approach for detecting QAM signals in overloaded massive MIMO systems. - Yacine Meslem; Abdeldjalil Aïssa-El-Bey; Mustapha Djeddou (SAM, 2020)

Large-Scale MIMO Receiver Based on Finite-Alphabet Sparse Detection and Concave-Convex Optimization. - Yacine Meslem; Abdeldjalil Aïssa-El-Bey; Mustapha Djeddou (SPAWC, 2020)

Iterative Receivers for Large-Scale MIMO Systems With Finite-Alphabet Simplicity-Based Detection. - Zahran Hajji; Karine Amis; Abdeldjalil Aïssa-El-Bey (IEEE Access, 2020)

Optimal Bayesian Speech Enhancement by Parametric Joint Detection and Estimation. - Van-Khanh Mai; Dominique Pastor; Abdeldjalil Aïssa-El-Bey (IEEE Access, 2020)

Low cost sparse subspace tracking algorithms. - Nacerredine Lassami; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim (Signal Process., 2020)

Improving the Energy-Efficiency of a Kalman Filter Using Unreliable Memories. - Jonathan Kern; Elsa Dupraz; Abdeldjalil Aïssa-El-Bey; François Leduc-Primeau (ICASSP, 2021)

Channel Estimation Using Multi-stage Compressed Sensing for Millimeter Wave MIMO Systems. - Baghdad Hadji; Abdeldjalil Aïssa-El-Bey; Lamya Fergani; Mustapha Djeddou (VTC Spring, 2021)

Blind joint MIMO channel and data estimation based on regularized ML. - Nacerredine Lassami; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim (Digit. Signal Process., 2021)

MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators. - Jonathan Kern; Sébastien Henwood; Gonçalo Mordido; Elsa Dupraz; Abdeldjalil Aïssa-El-Bey; Yvon Savaria; François Leduc-Primeau (AICAS, 2022)

Iterative Channel Estimation and Data Detection Algorithm For OTFS Modulation. - Rabah Ouchikh; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel; Mustapha Djeddou (ICASSP, 2022)

Blind channel equalization based on Complex-valued neural network and probability density fitting. - Chouaib Farhati; Souhaila Fki; Abdeldjalil Aïssa-El-Bey; Fatma Abdelkefi (IWCMC, 2022)

Sparse channel estimation algorithms for OTFS system. - Rabah Ouchikh; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel; Mustapha Djeddou (IET Commun., 2022)

Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering. - Jonathan Kern; Elsa Dupraz; Abdeldjalil Aïssa-El-Bey; Lav R. Varshney; François Leduc-Primeau (Sensors, 2022)

Joint Channel Estimation and Symbol Detection for OTFS System Using a Two-Stage Algorithm. - Rabah Ouchikh; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel; Mustapha Djeddou (ACSSC, 2023)

Multi-user generic channel equalization and sources separation for MIMO communication systems. - Chouaib Farhati; Souhaila Fki; Abdeldjalil Aïssa-El-Bey; Fatma Abdelkefi (ComNet, 2023)

Learning Sentinel-2 Reflectance Dynamics for Data-Driven Assimilation and Forecasting. - Anthony Frion; Lucas Drumetz; Guillaume Tochon; Mauro Dalla Mura; Abdeldjalil Aïssa-El-Bey (EUSIPCO, 2023)

Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data. - Anthony Frion; Lucas Drumetz; Mauro Dalla Mura; Guillaume Tochon; Abdeldjalil Aïssa-El-Bey (ICASSP, 2023)

OTFS-IM channel estimation and data detection algorithm with a superimposed pilot pattern. - Rabah Ouchikh; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel; Mustapha Djeddou (SSP, 2023)

Automatic modulation classification for multi-criteria generic channel equalization. - Chouaib Farhati; Souhaila Fki; Abdeldjalil Aïssa-El-Bey; Fatma Abdelkefi (VTC2023-Spring, 2023)

Deep-Learning for Generic Blind-Joint Channel Equalization and Power Amplifier Post-Distortion. - Chouaib Farhati; Souhaila Feki; Hmaied Shaiek; Ali Dziri; Abdeldjalil Aïssa-El-Bey; Fatma Abdelkefi (IEEE Access, 2023)

Joint Hybrid Precoding and Combining Design Based Multi-Stage Compressed Sensing Approach for mmWave MIMO Channel Estimation. - Baghdad Hadji; Abdeldjalil Aïssa-El-Bey; Lamya Fergani; Mustapha Djeddou (IEEE Access, 2023)

Joint channel estimation and data detection for high rate orthogonal time frequency space systems. - Rabah Ouchikh; Thierry Chonavel; Abdeldjalil Aïssa-El-Bey; Mustapha Djeddou (Int. J. Commun. Syst., 2023)

Alternative threshold-based channel estimation and message-passing-based symbol detection in MIMO-OTFS systems using superimposed pilots. - Rabah Ouchikh; Abdeldjalil Aïssa-El-Bey; Thierry Chonavel; Mustapha Djeddou (Phys. Commun., 2023)

Iterative channel estimation and data detection algorithm for MIMO-OTFS systems. - Rabah Ouchikh; Thierry Chonavel; Abdeldjalil Aïssa-El-Bey; Mustapha Djeddou (Digit. Signal Process., 2023)

Iterative descent group hard thresholding algorithms for block sparsity. - Thierry Chonavel; Abdeldjalil Aïssa-El-Bey; Zahran Hajji (Signal Process., 2023)

Analyzing Few-Shot Neural Architecture Search in a Metric-Driven Framework. - Timotée Ly-Manson; Mathieu Léonardon; Abdeldjalil Aïssa-El-Bey; Ghouthi Boukli Hacene; Lukas Mauch (AutoML, 2024)

Koopman Ensembles for Probabilistic Time Series Forecasting. - Anthony Frion; Lucas Drumetz; Guillaume Tochon; Mauro Dalla Mura; Abdeldjalil Aïssa-El-Bey (EUSIPCO, 2024)

Sparse Coding Techniques for Adjustable Lossy Compression of Baseband Signals in Centralized and Virtualized Communication Systems. - Thibault Piana; Abdeldjalil Aïssa-El-Bey; Matthieu Arzel; Alain Thomas (EUSIPCO, 2024)

Towards a diagnostic tool for neurological gait disorders in childhood combining 3D gait kinematics and deep learning. - Zhengyang Lan; Mathieu Lempereur; Gwenael Gueret; Laetitia Houx; Marine Cacioppo; Christelle Pons; Johanne Mensah; Olivier Rémy-Néris; Abdeldjalil Aïssa-El-Bey; François Rousseau 002; Sylvain Brochard (Comput. Biol. Medicine, 2024)

Neural Koopman Prior for Data Assimilation. - Anthony Frion; Lucas Drumetz; Mauro Dalla Mura; Guillaume Tochon; Abdeldjalil Aïssa-El-Bey (IEEE Trans. Signal Process., 2024)

Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks. - Jonathan Kern; Sébastien Henwood; Gonçalo Mordido; Elsa Dupraz; Abdeldjalil Aïssa-El-Bey; Yvon Savaria; François Leduc-Primeau (IEEE Trans. Signal Process., 2024)

Generalized FFDIAG algorithm for non-Hermitian joint matrix diagonalization. - Nacerredine Lassami; Ammar Mesloub; Abdeldjalil Aïssa-El-Bey; Karim Abed-Meraim; Adel Belouchrani (Signal Process., 2025)

Augmented Invertible Koopman Autoencoder for long-term time series forecasting. - Anthony Frion; Lucas Drumetz; Mauro Dalla Mura; Guillaume Tochon; Abdeldjalil Aïssa-El-Bey (Trans. Mach. Learn. Res., 2025)