Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals.
Julien Fleureau
,
Jean-Claude Nunes
,
Amar Kachenoura
,
Laurent Albera
,
Lotfi Senhadji
et al.
Journal articles
inserm-00550936v1
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ICA and biomedical applications
Laurent Albera
,
Pierre Comon
,
Lucas C Parra
,
Ahmad Karfoul
,
Amar Kachenoura
et al.
P. Comon ; C. Jutte. Handbook of Blind Source Separation, Independent Component Analysis and Applications , Academic Press, 737-78 (chap.18), 2010, 978-2-296-12827-9
Book sections
hal-00909006v1
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Blind Source Separation Methods Applied to Muscle Artefacts Removing from Epileptic Eeg Recording: A Comparative Study.
Amar Kachenoura
,
Doha Safieddine
,
Laurent Albera
,
Gwénaël Birot
,
Fabrice Wendling
et al.
RITS 2011 (Colloque National Recherche en Imagerie et Technologies pour la Santé) , Apr 2011, Rennes, France. pp.1708.1-1708.3
Conference papers
hal-00908765v1
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Non-linear 12-lead ECG synthesis from two intracardiac recordings
Amar Kachenoura
,
Fabienne Porée
,
Guy Carrault
,
Alfredo I. Hernandez
Computers In Cardiology , Sep 2009, Park City, UT, United States. pp.577 - 580
Conference papers
inserm-00530936v1
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Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA
Julie Coloigner
,
Laurent Albera
,
Amar Kachenoura
,
Fanny Noury
,
Lotfi Senhadji
et al.
Journal articles
inserm-01006599v1
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Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution.
Baiyang Chen
,
Oscar Acosta
,
Amar Kachenoura
,
Juan David Ospina
,
Gael Drean
et al.
Conference papers
istex
hal-00908646v1
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Discriminant nonnegative matrix factorization for classification of rectal bleeding in prostate cancer radiotherapy
L. H. Liu
,
Amar Kachenoura
,
A. Fargeas
,
G. Dréan
,
C. Lafond
et al.
Journal articles
hal-01260599v1
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ICA-based EEG denoising: a comparative analysis of fifteen methods
Laurent Albera
,
Amar Kachenoura
,
Pierre Comon
,
Ahmad Karfoul
,
Fabrice Wendling
et al.
Bulletin of the Polish Academy of Sciences: Technical Sciences , 2012, 60 (3 Special issue on Data Mining in Bioengineering), pp.407-418.
⟨10.2478/v10175-012-0052-3⟩
Journal articles
hal-00740304v1
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Automatic detection of fast ripples.
Gwenael Birot
,
Amar Kachenoura
,
Laurent Albera
,
Christian G. Bénar
,
Fabrice Wendling
et al.
Journal articles
hal-00782646v1
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One decade of biomedical problems using ICA: a full comparative study
Laurent Albera
,
Amar Kachenoura
,
Ahmad Karfoul
,
Pierre Comon
,
Lotfi Senhadji
et al.
World congress on Medical Physics and Biomedical Engineering , Sep 2009, Munchen, Germany. pp.2269-2272
Conference papers
hal-00435951v1
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Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays .
Julie Coloigner
,
Laurent Albera
,
Amar Kachenoura
,
Lotfi Senhadji
Conference papers
hal-00908655v1
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Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization
Lu Wang
,
Laurent Albera
,
Amar Kachenoura
,
Huazhong Shu
,
Lotfi Senhadji
et al.
Journal articles
inserm-00841128v1
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Multivariate empirical mode decomposition and application to multichannel filtering
Julien Fleureau
,
Amar Kachenoura
,
Laurent Albera
,
Jean-Claude Nunes
,
Lotfi Senhadji
et al.
Journal articles
inserm-00588301v1
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Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings .
Amar Kachenoura
,
Fabienne Porée
,
Guy Carrault
,
Alfredo I. Hernández
IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2009). , Apr 2009, Taipei, Taiwan. pp.485 - 488,
⟨10.1109/ICASSP.2009.4959626⟩
Conference papers
hal-00913821v1
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A novel classification method for prediction of rectal bleeding in prostate cancer radiotherapy based on a semi-nonnegative ICA of 3D planned dose distributions
Julie Coloigner
,
Aureline Fargeas
,
Amar Kachenoura
,
Lu Wang
,
Gael Dréan
et al.
Journal articles
hal-01011843v1
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Blind source separation methods applied to synthesized polysomnographic recordings: a comparative study
Amar Kachenoura
,
Laurent Albera
,
Lotfi Senhadji
29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007. EMBS 2007. , Aug 2007, Lyon, France. pp.3868 - 3871,
⟨10.1109/IEMBS.2007.4353177⟩
Conference papers
inserm-00186093v1
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L'ACI : un outil pour les Interfaces Cerveau-Machine
Amar Kachenoura
,
Laurent Albera
,
Lotfi Senhadji
,
Pierre Comon
21ème Colloque sur le Traitement du Signal et des Images, 2007. GRETSI 2007 , Nov 2007, Troyes, France. pp.677-680
Conference papers
inserm-00188326v1
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Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis
Amar Kachenoura
,
Fabienne Porée
,
Alfredo I. Hernandez
,
Guy Carrault
EURASIP Journal on Advances in Signal Processing , 2008, 2008, Article ID 410630, 8 p.
⟨10.1155/2008/410630⟩
Journal articles
inserm-00349161v1
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ICA: A Potential Tool for BCI Systems
Amar Kachenoura
,
Laurent Albera
,
Lotfi Senhadji
,
Pierre Comon
Journal articles
inserm-00202706v1
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Performances des approches déterministes et stochastiques pour le débruitage des signaux épileptiques intercritiques
Doha Safieddine
,
Amar Kachenoura
,
Laurent Albera
,
Gwénaël Birot
,
Fabrice Wendling
et al.
GRETSI 11, Vingt-troisième colloque sur le Traitement du Signal et des Images , Sep 2011, Bordeaux, France. Non communiqué pour le moment
Conference papers
hal-00659974v1
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Block term decomposition with rank estimation using group sparsity
Xu Han
,
Laurent Albera
,
Amar Kachenoura
,
Huazhong Shu
,
Lotfi Senhadji
et al.
7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) , Dec 2017, Curacao, Netherlands Antilles.
⟨10.1109/CAMSAP.2017.8313206⟩
Conference papers
hal-01807159v1
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Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches
Doha Safieddine
,
Amar Kachenoura
,
Laurent Albera
,
Gwénaël Birot
,
Ahmad Karfoul
et al.
EURASIP Journal on Advances in Signal Processing , 2012, 2012 (1), pp.127
Journal articles
inserm-00727762v1
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Extraction des dynamiques du système nerveux autonome : Une approche basée sur la séparation aveugle de sources.
Amar Kachenoura
,
Guy Carrault
,
Lotfi Senhadji
,
Alfredo I. Hernández
XXII Colloque GRETSI 2009 , Sep 2009, Dijon, France. pp.486-489
Conference papers
hal-00913802v1
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ICA versus CCA pour le débruitage de signaux épileptiques intercritiques : une étude comparative de performances basée sur la localisation de la zone épileptogène. [ICA vs CCA for the denoising of interictal epileptic signals: A study of performance based on source localization.]
Doha Safieddine
,
Amar Kachenoura
,
Laurent Albera
,
Gwénaël Birot
,
Fabrice Wendling
et al.
Journal articles
istex
hal-00908179v1
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Surface ECG reconstruction from intracardiac EGM: a PCA-vectorcardiogarm method
Amar Kachenoura
,
Fabienne Porée
,
Alfredo I. Hernandez
,
Guy Carrault
Signals, Systems and Computers, 2007. ACSSC 2007. Conference Record of the Forty-First Asilomar Conference on , Nov 2007, Pacific Grove, CA, United States. pp.761 - 764,
⟨10.1109/ACSSC.2007.4487318⟩
Conference papers
inserm-00285668v1
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3A-EMD: A Generalized Approach for Monovariate and Multivariate EMD.
Julien Fleureau
,
Amar Kachenoura
,
Jean-Claude Nunes
,
Laurent Albera
,
Lotfi Senhadji
et al.
Information Sciences, Signal Processing and their Applications , May 2010, Kuala Lumpur, Malaysia. pp.300 - 303,
⟨10.1109/ISSPA.2010.5605465⟩
Conference papers
hal-00910730v1
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Muscle artifact removal in ictal scalp-EEG based on blind source separation
Ahmad Karfoul
,
Amar Kachenoura
,
Laurent Albera
,
Doha Safieddine
,
Anca Pasnicu
et al.
6th European Conference of the International Federation for Medical and Biological Engineering , Sep 2014, Dubrovnik, Croatia. 4 p
Conference papers
hal-01015798v1
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Feasibility of Blind Source Separation Methods for the Denoising of Dense-Array EEG
N. Taheri
,
Amar Kachenoura
,
K. Ansari-Asl
,
Ahmad Karfoul
,
Lotfi Senhadji
et al.
2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society , 2015, Milan, Italy. pp.4773--4776
Conference papers
hal-01304743v1
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Fast and Non-Invasive Medical Diagnostic Using Mid Infrared Sensor: The AMNIFIR Project
Maëna Le Corvec
,
Frédéric Charpentier
,
Amar Kachenoura
,
Siouar Bensaid
,
Sébastien Henno
et al.
Journal articles
hal-01296780v1
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Semi-nonnegative Independent Component Analysis: The (3,4)-SENICAexp Method.
Julie Coloigner
,
Laurent Albera
,
Ahmad Karfoul
,
Amar Kachenoura
,
Pierre Comon
et al.
Proceedings of the 9th International Conference Latent Variable Analysis and Signal Separation LVA/ICA 2010 , Sep 2010, St. Malo, France. pp.612-619,
⟨10.1007/978-3-642-15995-4_76⟩
Conference papers
istex
hal-00910705v1
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