Amar Kachenoura

61 papers C 1Misc 3Journal 27Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A physiology-driven deep learning-based pipeline for ECG segmentation. Biomed. Signal Process. Control. Alaa Salama, Amar Kachenoura, Salman Almuhammad Alali, Guy Carrault, Lotfi Senhadji, Ahmad Karfoul
2025	—	`conf`	Combining EEG and MRI in a Multimodal Approach for Parkinson's Disease Detection. IPTA Annaëlle Jacob, Johanne Bézy-Wendling, Zheng Fang, Fanny Noury, Amar Kachenoura, Laurent Albera, Paul Sauleau, Régine Le Bouquin-Jeannès
2025	J	`jnl`	Deep learning-based early detection of absence seizures in children. Biomed. Signal Process. Control. Maxime Yochum, Amar Kachenoura, M. Aud'hui, A. Kaminska, Rima Nabbout, Fabrice Wendling, M. Kuchenbuch, Pascal Benquet
2025	—	`conf`	Does Effective Heart Sound Segmentation Necessarily Require Deep Learning? EUSIPCO Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernández, Laurent Albera, Ahmad Karfoul
2025	—	`conf`	Mitigating False Positives in ECG Segmentation Through Deep Learning-Based Postprocessing. EUSIPCO Alaa Salama, Amar Kachenoura, Salman Almuhammad Alali, Guy Carrault, Lotfi Senhadji, Ahmad Karfoul
2025	J	`jnl`	Optimized CNN-based denoising strategy for enhancing longitudinal monitoring of heart failure. Comput. Biol. Medicine Salman Almuhammad Alali, Amar Kachenoura, Laurent Albera, Alfredo I. Hernández, Cindy Michel, Lotfi Senhadji, Ahmad Karfoul
2025	J	`jnl`	Robust graph-based denoising for cardiac acceleration signals. Comput. Biol. Medicine Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul
2024	—	`conf`	An Efficient Strategy for the Denoising of Heart Vibration Signals Acquired from an Implantable Device. IS Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul
2024	C	`conf`	Denoising Cardiac Acceleration Signals Using an Optimal Graph-Based Strategy. HealthCom Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul
2024	J	`jnl`	Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy. NeuroImage Zuyi Yu, Amar Kachenoura, Régine Le Bouquin-Jeannès, Huazhong Shu, Paul Berraute, Anca Nica, Isabelle Merlet, Laurent Albera, Ahmad Karfoul
2024	J	`jnl`	High-Dimensional MVAR Model Identification Based on Structured Sparsity Penalization. IEEE Signal Process. Lett. Zheng Fang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Yan Kang, Régine Le Bouquin-Jeannès
2024	—	`conf`	Joint Order and Coefficient Estimation for MVAR Models Using Group Sparsity. EUSIPCO Zheng Fang, Laurent Albera, Amar Kachenoura, Jean-François Houvenaghel, Joan Duprez, Huazhong Shu, Yan Kang, Régine Le Bouquin-Jeannès
2024	J	`jnl`	Multi-classification of high-frequency oscillations in intracranial EEG signals based on CNN and data augmentation. Signal Image Video Process. Fatma Krikid, Ahmad Karfoul, Sahbi Chaibi, Amar Kachenoura, Anca Nica, Abdennaceur Kachouri, Régine Le Bouquin-Jeannès
2023	—	`conf`	A Unified Approach for Inverse Problem in EEG and Brain Connectivity with Application to Epilepsy. A Proof of Concept Study. EUSIPCO Ahmad Karfoul, Amar Kachenoura, Laurent Albera
2023	J	`jnl`	A reduced complexity ECG imaging model for regularized inversion optimization. Comput. Biol. Medicine Maureen Manche, Karim El Houari, Amar Kachenoura, Laurent Albera, Michel Rochette, Alfredo Hernández, Saïd Moussaoui
2022	J	`jnl`	Classification of High Frequency Oscillations in intracranial EEG signals based on coupled time-frequency and image-related features. Biomed. Signal Process. Control. Fatma Krikid, Ahmad Karfoul, Sahbi Chaibi, Amar Kachenoura, Anca Nica, Abdennaceur Kachouri, Régine Le Bouquin-Jeannès
2022	J	`jnl`	Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion. Int. J. Neural Syst. Zuyi Yu, Laurent Albera, Régine Le Bouquin Jeannes, Amar Kachenoura, Ahmad Karfoul, Chunfeng Yang, Huazhong Shu
2022	J	`jnl`	Telemedical transport layer security based platform for cardiac arrhythmia classification using quadratic time-frequency analysis of HRV signal. J. Supercomput. Ismail Hadj Ahmed, Abdelghani Djebbari, Amar Kachenoura, Lotfi Senhadji
2021	—	`conf`	How Beamforming Can Solve The Brain Source Imaging Problem? SSP Paul Berraute, Laurent Albera, Michel Rochette, Isabelle Merlet, Amar Kachenoura
2019	—	`conf`	Rank estimation and tensor decomposition using physics-driven constraints for brain source localization. EUSIPCO Nasrin Taheri, Amar Kachenoura, Ahmad Karfoul, Xu Han, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera
2018	Misc	`conf`	Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition. ACSSC Nasrin Taheri, Xu Han, Ahmad Karfoul, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera, Amar Kachenoura
2018	Misc	`conf`	Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation. ACSSC Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Laurent Albera, Lotfi Senhadji
2018	—	`conf`	Investigating Transmembrane Current Source Formulation for Solving the ECG Inverse Problem. SAM Karim El Houari, Amar Kachenoura, Paul Bcrrautc, Siouar Bensaid, Ahmad Karfoul, Christelle Boichon-Grivot, Alfredo Hernández, Laurent Albera, Michel Rochette
2018	—	`conf`	Robust Multilinear Decomposition of Low Rank Tensors. LVA/ICA Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
2017	—	`conf`	A Page-Hinkley based method for HFOs detection in epileptic depth-EEG. EUSIPCO Nisrine Jrad, Amar Kachenoura, Anca Nica, Isabelle Merlet, Fabrice Wendling
2017	J	`jnl`	A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals. IEEE J. Biomed. Health Informatics Hanna Becker, Laurent Albera, Pierre Comon, Amar Kachenoura, Isabelle Merlet
2017	—	`conf`	A fast model for solving the ECG forward problem based on an evolutionary algorithm. CAMSAP Karim El Houari, Amar Kachenoura, Laurent Albera, Siouar Bensaid, Ahmad Karfoul, Christelle Boichon-Grivot, Michel Rochette, Alfredo Hernández
2017	J	`jnl`	Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals. IEEE Trans. Biomed. Eng. Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Fabrice Bartolomei, Anca Nica, Arnaud Biraben, Fabrice Wendling
2017	—	`conf`	Block term decomposition with rank estimation using group sparsity. CAMSAP Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
2017	J	`jnl`	Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising. IEEE Signal Process. Lett. Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Isabelle Merlet, Laurent Albera
2017	—	`conf`	Low rank canonical polyadic decomposition of tensors based on group sparsity. EUSIPCO Xu Han, Laurent Albera, Amar Kachenoura, Lotfi Senhadji, Huazhong Shu
2017	J	`jnl`	Noninvasive detection of bladder cancer using mid-infrared spectra classification. Expert Syst. Appl. Siouar Bensaid, Amar Kachenoura, Nathalie Costet, Karim Bensalah, Hugues Tariel, Lotfi Senhadji
2017	—	`conf`	Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing. EMBC Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Lotfi Senhadji, Laurent Albera
2016	—	`conf`	Early diagnosis of NAFLD-NASH transition using mid infrared spectroscopy. EMBC Siouar Bensaid, Amar Kachenoura, Nathalie Costet, Victor de Ledinghen, Julien Vergniol, Fabrice Laine, Bruno Turlin, Hugues Tariel, Lotfi Senhadji
2016	—	`conf`	Low cost and efficient kurtosis-based deflationary ICA method: Application to MRS sources separation problem. EMBC Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Lotfi Senhadji, Laurent Albera
2016	—	`conf`	Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing. MLSP Majd Saleh, Ahmad Karfoul, Laurent Albera, Amar Kachenoura, Hanna Becker, Isabelle Merlet
2015	J	`jnl`	A Novel Classification Method for Prediction of Rectal Bleeding in Prostate Cancer Radiotherapy Based on a Semi-Nonnegative ICA of 3D Planned Dose Distributions. IEEE J. Biomed. Health Informatics Julie Coloigner, Aureline Fargeas, Amar Kachenoura, Lu Wang, Gaël Dréan, Caroline Lafond, Lotfi Senhadji, Renaud de Crevoisier, Oscar Acosta, Laurent Albera
2015	—	`conf`	A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy. EMBC Aureline Fargeas, Juan David Ospina Arango, Amar Kachenoura, Nathalie Costet, Laurent Albera, Caroline Lafond, Oscar Acosta, Renaud de Crevoisier
2015	—	`conf`	Classification of high frequency oscillations in epileptic intracerebral EEG. EMBC Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Anca Nica, Christian G. Bénar, Fabrice Wendling
2015	—	`conf`	Feasibility of blind source separation methods for the denoising of dense-array EEG. EMBC Nasrin Taheri, Amar Kachenoura, Karim Ansari-Asl, Ahmad Karfoul, Lotfi Senhadji, Laurent Albera, Isabelle Merlet
2015	—	`conf`	Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data. EMBC Laurent Albera, Hanna Becker, Ahmad Karfoul, Rémi Gribonval, Amar Kachenoura, Siouar Bensaid, Lotfi Senhadji, Alfredo I. Hernández, Isabelle Merlet
2015	—	`conf`	Tensor decomposition exploiting structural constraints for brain source imaging. CAMSAP Hanna Becker, Ahmad Karfoul, Laurent Albera, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Amar Kachenoura, Lotfi Senhadji, Isabelle Merlet
2014	—	`conf`	CP decomposition of semi-nonnegative semi-symmetric tensors based on QR matrix factorization. SAM Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
2014	J	`jnl`	Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations. EURASIP J. Adv. Signal Process. Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
2014	—	`conf`	Nonnegative compression for Semi-Nonnegative Independent Component Analysis. SAM Lu Wang, Amar Kachenoura, Laurent Albera, Ahmad Karfoul, Huazhong Shu, Lotfi Senhadji
2014	J	`jnl`	Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA. Signal Process. Julie Coloigner, Laurent Albera, Amar Kachenoura, Fanny Noury, Lotfi Senhadji
2013	J	`jnl`	Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization. IEEE Signal Process. Lett. Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
2013	J	`jnl`	Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network. IEEE Trans. Biomed. Eng. Fabienne Porée, Amar Kachenoura, Guy Carrault, Renzo Dal Molin, Philippe Mabo, Alfredo Hernández
2012	J	`jnl`	Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches. EURASIP J. Adv. Signal Process. Doha Safieddine, Amar Kachenoura, Laurent Albera, Gwénaël Birot, Ahmad Karfoul, Anca Pasnicu, Arnaud Biraben, Fabrice Wendling, Lotfi Senhadji, Isabelle Merlet
2011	—	`conf`	Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays. ACSCC Julie Coloigner, Laurent Albera, Amar Kachenoura, Lotfi Senhadji
2011	J	`jnl`	Multivariate empirical mode decomposition and application to multichannel filtering. Signal Process. Julien Fleureau, Amar Kachenoura, Laurent Albera, Jean Claude Nunes, Lotfi Senhadji
2011	—	`conf`	Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution. Prostate Cancer Imaging Baiyang Chen, Oscar Acosta, Amar Kachenoura, Juan David Ospina, Gaël Dréan, Antoine Simon, Jean-Jacques Bellanger, Pascal Haigron, Renaud de Crevoisier
2011	J	`jnl`	Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals. IEEE Trans. Signal Process. Julien Fleureau, Jean Claude Nunes, Amar Kachenoura, Laurent Albera, Lotfi Senhadji
2010	—	`conf`	3A-EMD: A generalized approach for monovariate and multivariate EMD. ISSPA Julien Fleureau, Amar Kachenoura, Jean Claude Nunes, Laurent Albera, Lotfi Senhadji
2010	—	`conf`	Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICA LVA/ICA Julie Coloigner, Laurent Albera, Ahmad Karfoul, Amar Kachenoura, Pierre Comon, Lotfi Senhadji
2009	Misc	`conf`	Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings. ICASSP Amar Kachenoura, Fabienne Porée, Guy Carrault, Alfredo Hernández
2008	J	`jnl`	Ica: a potential tool for bci systems. IEEE Signal Process. Mag. Amar Kachenoura, Laurent Albera, Lotfi Senhadji, Pierre Comon
2008	J	`jnl`	Nonminimum Phase Identification Based on Higher Order Spectrum Slices. IEEE Trans. Signal Process. Amar Kachenoura, Laurent Albera, Jean-Jacques Bellanger, Lotfi Senhadji
2008	J	`jnl`	Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis. EURASIP J. Adv. Signal Process. Amar Kachenoura, Fabienne Porée, Alfredo I. Hernández, Guy Carrault
2006	J	`jnl`	Blind Source Separation for Ambulatory Sleep Recording. IEEE Trans. Inf. Technol. Biomed. Fabienne Porée, Amar Kachenoura, Hervé Gauvrit, Catherine Morvan, Guy Carrault, Lotfi Senhadji
2006	—	`conf`	The PEP Approach: A New Family of Methods Solving the Phase Estimation Problem. ICASSP (3) Amar Kachenoura, Laurent Albera, Lotfi Senhadji