default search action
Amar Kachenoura
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
- [j24]Maxime Yochum, Amar Kachenoura, M. Aud'hui, A. Kaminska, Rima Nabbout, Fabrice Wendling, M. Kuchenbuch, Pascal Benquet:
Deep learning-based early detection of absence seizures in children. Biomed. Signal Process. Control. 100: 106845 (2025) - 2024
- [j23]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) - [j22]Fatma Krikid, Ahmad Karfoul, Sahbi Chaibi, Amar Kachenoura, Anca Nica, Abdennaceur Kachouri, Régine Le Bouquin-Jeannès:
Multi-classification of high-frequency oscillations in intracranial EEG signals based on CNN and data augmentation. Signal Image Video Process. 18(2): 1099-1109 (2024) - [j21]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) - [c30]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 - [c29]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]Maureen Manche, Karim El Houari, Amar Kachenoura, Laurent Albera, Michel Rochette, Alfredo I. Hernández, Saïd Moussaoui:
A reduced complexity ECG imaging model for regularized inversion optimization. Comput. Biol. Medicine 167: 107698 (2023) - [c28]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
- [j19]Fatma Krikid, Ahmad Karfoul, Sahbi Chaibi, Amar Kachenoura, Anca Nica, Abdennaceur Kachouri, Régine Le Bouquin-Jeannès:
Classification of High Frequency Oscillations in intracranial EEG signals based on coupled time-frequency and image-related features. Biomed. Signal Process. Control. 73: 103418 (2022) - [j18]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) - [j17]Ismail Hadj Ahmed, Abdelghani Djebbari, Amar Kachenoura, Lotfi Senhadji:
Telemedical transport layer security based platform for cardiac arrhythmia classification using quadratic time-frequency analysis of HRV signal. J. Supercomput. 78(11): 13680-13709 (2022) - 2021
- [c27]Paul Berraute, Laurent Albera, Michel Rochette, Isabelle Merlet, Amar Kachenoura:
How Beamforming Can Solve The Brain Source Imaging Problem? SSP 2021: 171-175
2010 – 2019
- 2019
- [c26]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]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]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]Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji:
Robust Multilinear Decomposition of Low Rank Tensors. LVA/ICA 2018: 3-12 - [c22]Karim El Houari, Amar Kachenoura, Paul Bcrrautc, Siouar Bensaid, Ahmad Karfoul, Christelle Boichon-Grivot, Alfredo I. Hernández, Laurent Albera, Michel Rochette:
Investigating Transmembrane Current Source Formulation for Solving the ECG Inverse Problem. SAM 2018: 371-375 - 2017
- [j16]Siouar Bensaid, Amar Kachenoura, Nathalie Costet, Karim Bensalah, Hugues Tariel, Lotfi Senhadji:
Noninvasive detection of bladder cancer using mid-infrared spectra classification. Expert Syst. Appl. 89: 333-342 (2017) - [j15]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) - [j14]Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Fabrice Bartolomei, Anca Nica, Arnaud Biraben, Fabrice Wendling:
Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals. IEEE Trans. Biomed. Eng. 64(9): 2230-2240 (2017) - [j13]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]Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji:
Block term decomposition with rank estimation using group sparsity. CAMSAP 2017: 1-5 - [c20]Karim El Houari, Amar Kachenoura, Laurent Albera, Siouar Bensaid, Ahmad Karfoul, Christelle Boichon-Grivot, Michel Rochette, Alfredo I. Hernández:
A fast model for solving the ECG forward problem based on an evolutionary algorithm. CAMSAP 2017: 1-5 - [c19]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]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 - [c17]Nisrine Jrad, Amar Kachenoura, Anca Nica, Isabelle Merlet, Fabrice Wendling:
A Page-Hinkley based method for HFOs detection in epileptic depth-EEG. EUSIPCO 2017: 1295-1299 - 2016
- [c16]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 - [c15]Siouar Bensaid, Amar Kachenoura, Nathalie Costet, Victor De Ledinghen, Julien Vergniol, Fabrice Laine, Bruno Turlin, Hugues Tariel, Lotfi Senhadji:
Early diagnosis of NAFLD-NASH transition using mid infrared spectroscopy. EMBC 2016: 3602-3605 - [c14]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]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]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 - [c12]Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Anca Nica, Christian G. Bénar, Fabrice Wendling:
Classification of high frequency oscillations in epileptic intracerebral EEG. EMBC 2015: 574-577 - [c11]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]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]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]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]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]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]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]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) - [j8]Fabienne Porée, Amar Kachenoura, Guy Carrault, Renzo Dal Molin, Philippe Mabo, Alfredo I. Hernández:
Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network. IEEE Trans. Biomed. Eng. 60(1): 106-114 (2013) - 2012
- [j7]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]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]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]Julie Coloigner, Laurent Albera, Amar Kachenoura, Lotfi Senhadji:
Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays. ACSCC 2011: 444-448 - [c5]Baiyang Chen, Oscar Acosta, Amar Kachenoura, Juan David Ospina, Gaël Dréan, Antoine Simon, Jean-Jacques Bellanger, Pascal Haigron, Renaud de Crevoisier:
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 2011: 60-69 - 2010
- [c4]Julie Coloigner, Laurent Albera, Ahmad Karfoul, Amar Kachenoura, Pierre Comon, Lotfi Senhadji:
Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICAexp Method. LVA/ICA 2010: 612-619 - [c3]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
2000 – 2009
- 2009
- [c2]Amar Kachenoura, Fabienne Porée, Guy Carrault, Alfredo I. Hernández:
Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings. ICASSP 2009: 485-488 - 2008
- [j4]Amar Kachenoura, Fabienne Porée, Alfredo I. Hernández, Guy Carrault:
Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis. EURASIP J. Adv. Signal Process. 2008 (2008) - [j3]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]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
- [j1]Fabienne Porée, Amar Kachenoura, Hervé Gauvrit, Catherine Morvan, Guy Carrault, Lotfi Senhadji:
Blind Source Separation for Ambulatory Sleep Recording. IEEE Trans. Inf. Technol. Biomed. 10(2): 293-301 (2006) - [c1]Amar Kachenoura, Laurent Albera, Lotfi Senhadji:
The PEP Approach: A New Family of Methods Solving the Phase Estimation Problem. ICASSP (3) 2006: 628-631
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-11-07 20:31 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint