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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.
IEEE Transactions on Signal Processing, 2011, 59 (3), pp.1309-1316. ⟨10.1109/TSP.2010.2097254⟩
Journal articles inserm-00550936v1

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.
Signal Processing, 2014, 105, pp.185-197. ⟨10.1016/j.sigpro.2014.05.017⟩
Journal articles inserm-01006599v1

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.
Prostate Cancer Imaging, in conjunction with MICCAI 2011, Sep 2011, Toronto, Canada. pp.60-69, ⟨10.1007/978-3-642-23944-1_7⟩
Conference papers istex hal-00908646v1

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.
Innovation and Research in BioMedical engineering, 2015, 36 (6), pp.355-360. ⟨10.1016/j.irbm.2015.10.001⟩
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 of Neuroscience Methods, 2012, 213 (2), pp.236-249. ⟨10.1016/j.jneumeth.2012.12.013⟩
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

Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays .

Julie Coloigner , Laurent Albera , Amar Kachenoura , Lotfi Senhadji
Signals, Systems and Computers (ASILOMAR), Nov 2011, Pacific Grove, CA, United States. pp.444 - 448, ⟨10.1109/ACSSC.2011.6190038⟩
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.
IEEE Signal Processing Letters, 2013, 20 (8), pp.807 - 810. ⟨10.1109/LSP.2013.2267797⟩
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.
Signal Processing, 2011, 91 (12), pp.2783-2792. ⟨10.1016/j.sigpro.2011.01.018⟩
Journal articles inserm-00588301v1

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.
IEEE Journal of Biomedical and Health Informatics, 2015, 9 (3), pp.1168-1177. ⟨10.1109/JBHI.2014.2328315⟩
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
IEEE Signal Processing Magazine, 2008, 25 (1), pp.57-68. ⟨10.1109/MSP.2008.4408442⟩
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

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

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.
Innovation and Research in BioMedical engineering, 2011, 32 (5), pp.298-301. ⟨10.1016/j.irbm.2011.09.005⟩
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

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

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.
Innovation and Research in BioMedical engineering, 2016, 37 (2), pp.116-123. ⟨10.1016/j.irbm.2016.03.003⟩
Journal articles hal-01296780v1

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