Amar Kachenoura

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Laurent Albera

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Publications

2025
[j25]
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Salman Almuhammad Alali, Amar Kachenoura, Laurent Albera, Alfredo I. Hernández, Cindy Michel, Lotfi Senhadji, Ahmad Karfoul:
Optimized CNN-based denoising strategy for enhancing longitudinal monitoring of heart failure. Comput. Biol. Medicine 184: 109430 (2025)
[j24]
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Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul:
Robust graph-based denoising for cardiac acceleration signals. Comput. Biol. Medicine 195: 110489 (2025)
2024
[j23]
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  - journals/neuroimage/YuKBSBNMAK24
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Zuyi Yu, Amar Kachenoura, Régine Le Bouquin-Jeannès, Huazhong Shu, Paul Berraute, Anca Nica, Isabelle Merlet, Laurent Albera, Ahmad Karfoul:
Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy. NeuroImage 285: 120490 (2024)
[j21]
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Zheng Fang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Yan Kang, Régine Le Bouquin-Jeannès:
High-Dimensional MVAR Model Identification Based on Structured Sparsity Penalization. IEEE Signal Process. Lett. 31: 1975-1979 (2024)
[c31]
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Zheng Fang, Laurent Albera, Amar Kachenoura, Jean-François Houvenaghel, Joan Duprez, Huazhong Shu, Yan Kang, Régine Le Bouquin-Jeannès:
Joint Order and Coefficient Estimation for MVAR Models Using Group Sparsity. EUSIPCO 2024: 2292-2296
[c30]
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  - conf/healthcom/AlaliKSHMAK24
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Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul:
Denoising Cardiac Acceleration Signals Using an Optimal Graph-Based Strategy. HealthCom 2024: 1-6
[c29]
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Salman Almuhammad Alali, Amar Kachenoura, Lotfi Senhadji, Alfredo I. Hernández, Cindy Michel, Laurent Albera, Ahmad Karfoul:
An Efficient Strategy for the Denoising of Heart Vibration Signals Acquired from an Implantable Device. IS 2024: 1-6
2023
[j20]
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Maureen Manche, Karim El Houari, Amar Kachenoura, Laurent Albera, Michel Rochette, Alfredo Hernández, Saïd Moussaoui:
A reduced complexity ECG imaging model for regularized inversion optimization. Comput. Biol. Medicine 167: 107698 (2023)
[c28]
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Ahmad Karfoul, Amar Kachenoura, Laurent Albera:
A Unified Approach for Inverse Problem in EEG and Brain Connectivity with Application to Epilepsy. A Proof of Concept Study. EUSIPCO 2023: 1713-1717
2022
[j18]
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Zuyi Yu, Laurent Albera, Régine Le Bouquin Jeannes, Amar Kachenoura, Ahmad Karfoul, Chunfeng Yang, Huazhong Shu:
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion. Int. J. Neural Syst. 32(7): 2250032:1-2250032:19 (2022)
2021
[c27]
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  - conf/ssp/BerrauteARMK21
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Paul Berraute, Laurent Albera, Michel Rochette, Isabelle Merlet, Amar Kachenoura:
How Beamforming Can Solve The Brain Source Imaging Problem? SSP 2021: 171-175
2019
[c26]
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Nasrin Taheri, Amar Kachenoura, Ahmad Karfoul, Xu Han, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera:
Rank estimation and tensor decomposition using physics-driven constraints for brain source localization. EUSIPCO 2019: 1-4
2018
[c25]
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Nasrin Taheri, Xu Han, Ahmad Karfoul, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera, Amar Kachenoura:
Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition. ACSSC 2018: 811-815
[c24]
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Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Laurent Albera, Lotfi Senhadji:
Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation. ACSSC 2018: 2179-2183
[c23]
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Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji:
Robust Multilinear Decomposition of Low Rank Tensors. LVA/ICA 2018: 3-12
[c22]
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Karim El Houari, Amar Kachenoura, Paul Bcrrautc, Siouar Bensaid, Ahmad Karfoul, Christelle Boichon-Grivot, Alfredo Hernández, Laurent Albera, Michel Rochette:
Investigating Transmembrane Current Source Formulation for Solving the ECG Inverse Problem. SAM 2018: 371-375
2017
[j15]
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Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Isabelle Merlet, Laurent Albera:
Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising. IEEE Signal Process. Lett. 24(6): 882-886 (2017)
[j13]
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Hanna Becker, Laurent Albera, Pierre Comon, Amar Kachenoura, Isabelle Merlet:
A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals. IEEE J. Biomed. Health Informatics 21(1): 94-104 (2017)
[c21]
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Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji:
Block term decomposition with rank estimation using group sparsity. CAMSAP 2017: 1-5
[c20]
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Karim El Houari, Amar Kachenoura, Laurent Albera, Siouar Bensaid, Ahmad Karfoul, Christelle Boichon-Grivot, Michel Rochette, Alfredo Hernández:
A fast model for solving the ECG forward problem based on an evolutionary algorithm. CAMSAP 2017: 1-5
[c19]
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Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Lotfi Senhadji, Laurent Albera:
Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing. EMBC 2017: 2790-2793
[c18]
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Xu Han, Laurent Albera, Amar Kachenoura, Lotfi Senhadji, Huazhong Shu:
Low rank canonical polyadic decomposition of tensors based on group sparsity. EUSIPCO 2017: 668-672
2016
[c16]
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Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Lotfi Senhadji, Laurent Albera:
Low cost and efficient kurtosis-based deflationary ICA method: Application to MRS sources separation problem. EMBC 2016: 3191-3194
[c14]
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Majd Saleh, Ahmad Karfoul, Laurent Albera, Amar Kachenoura, Hanna Becker, Isabelle Merlet:
Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing. MLSP 2016: 1-6
2015
[j12]
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Julie Coloigner, Aureline Fargeas, Amar Kachenoura, Lu Wang, Gaël Dréan, Caroline Lafond, Lotfi Senhadji, Renaud de Crevoisier, Oscar Acosta, Laurent Albera:
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 19(3): 1168-1177 (2015)
[c13]
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Hanna Becker, Ahmad Karfoul, Laurent Albera, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Amar Kachenoura, Lotfi Senhadji, Isabelle Merlet:
Tensor decomposition exploiting structural constraints for brain source imaging. CAMSAP 2015: 181-184
[c11]
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Aureline Fargeas, Juan David Ospina Arango, Amar Kachenoura, Nathalie Costet, Laurent Albera, Caroline Lafond, Oscar Acosta, Renaud de Crevoisier:
A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy. EMBC 2015: 2657-2660
[c10]
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Nasrin Taheri, Amar Kachenoura, Karim Ansari-Asl, Ahmad Karfoul, Lotfi Senhadji, Laurent Albera, Isabelle Merlet:
Feasibility of blind source separation methods for the denoising of dense-array EEG. EMBC 2015: 4773-4776
[c9]
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Laurent Albera, Hanna Becker, Ahmad Karfoul, Rémi Gribonval, Amar Kachenoura, Siouar Bensaid, Lotfi Senhadji, Alfredo I. Hernández, Isabelle Merlet:
Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data. EMBC 2015: 6995-6998
2014
[j11]
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Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji:
Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations. EURASIP J. Adv. Signal Process. 2014: 150 (2014)
[j10]
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Julie Coloigner, Laurent Albera, Amar Kachenoura, Fanny Noury, Lotfi Senhadji:
Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA. Signal Process. 105: 185-197 (2014)
[c8]
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Lu Wang, Amar Kachenoura, Laurent Albera, Ahmad Karfoul, Huazhong Shu, Lotfi Senhadji:
Nonnegative compression for Semi-Nonnegative Independent Component Analysis. SAM 2014: 81-84
[c7]
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Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji:
CP decomposition of semi-nonnegative semi-symmetric tensors based on QR matrix factorization. SAM 2014: 449-452
2013
[j9]
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Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji:
Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization. IEEE Signal Process. Lett. 20(8): 807-810 (2013)
2012
[j7]
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Doha Safieddine, Amar Kachenoura, Laurent Albera, Gwénaël Birot, Ahmad Karfoul, Anca Pasnicu, Arnaud Biraben, Fabrice Wendling, Lotfi Senhadji, Isabelle Merlet:
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. 2012: 127 (2012)
2011
[j6]
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  - journals/sigpro/FleureauKANS11
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Julien Fleureau, Amar Kachenoura, Laurent Albera, Jean Claude Nunes, Lotfi Senhadji:
Multivariate empirical mode decomposition and application to multichannel filtering. Signal Process. 91(12): 2783-2792 (2011)
[j5]
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Julien Fleureau, Jean Claude Nunes, Amar Kachenoura, Laurent Albera, Lotfi Senhadji:
Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals. IEEE Trans. Signal Process. 59(3): 1309-1316 (2011)
[c6]
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Julie Coloigner, Laurent Albera, Amar Kachenoura, Lotfi Senhadji:
Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays. ACSCC 2011: 444-448
2010
[c4]
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  - conf/ica/ColoignerAKKCS10
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Julie Coloigner, Laurent Albera, Ahmad Karfoul, Amar Kachenoura, Pierre Comon, Lotfi Senhadji:
Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICA^exp Method. LVA/ICA 2010: 612-619
[c3]
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Julien Fleureau, Amar Kachenoura, Jean Claude Nunes, Laurent Albera, Lotfi Senhadji:
3A-EMD: A generalized approach for monovariate and multivariate EMD. ISSPA 2010: 300-303
2008
[j3]
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  - journals/spm/KachenouraASC08
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Amar Kachenoura, Laurent Albera, Lotfi Senhadji, Pierre Comon:
Ica: a potential tool for bci systems. IEEE Signal Process. Mag. 25(1): 57-68 (2008)
[j2]
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Amar Kachenoura, Laurent Albera, Jean-Jacques Bellanger, Lotfi Senhadji:
Nonminimum Phase Identification Based on Higher Order Spectrum Slices. IEEE Trans. Signal Process. 56(5): 1821-1829 (2008)
2006
[c1]
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Amar Kachenoura, Laurent Albera, Lotfi Senhadji:
The PEP Approach: A New Family of Methods Solving the Phase Estimation Problem. ICASSP (3) 2006: 628-631

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