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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Fast, variation-based methods for the analysis of extended brain sources
Hanna Becker
,
Laurent Albera
,
Pierre Comon
,
Rémi Gribonval
,
Isabelle Merlet
et al.
EUSIPCO 2014 - 22th European Signal Processing Conference , Sep 2014, Lisbonne, Portugal. 5 p
Conference papers
hal-01012083v3
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A two-step algorithm for joint EigenValue decomposition - Application to canonical polyadic decomposition of fluorescence spectra
R. André
,
X. Luciani
,
Laurent Albera
,
E. Moreau
Journal articles
hal-02960127v1
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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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Approximation De L'information Mutuelle Basée Sur Un Développement D'edgeworth À L'ordre 3 : Application Au Recalage Non-Rigide D'images Médicales.
M. Rubeaux
,
Jean-Claude Nunes
,
Laurent Albera
,
Mireille Garreau
RITS 2011 (Colloque National Recherche en Imagerie et Technologies pour la Santé) , Apr 2011, Rennes (CHU), France. p
Conference papers
hal-00908854v1
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Décomposition canonique de tableaux hermitiens semi-définis positifs d'ordre pair par rotation procustéenne: application à l'ICA.
Laurent Albera
,
Ahmad Karfoul
,
Lieven de Lathauwer
XXII colloque GRETSI , Sep 2009, Dijon, France. pp.488
Conference papers
hal-00913700v1
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Sequential High-Resolution Direction Finding From Higher Order Statistics
Gwénaël Birot
,
Laurent Albera
,
Pascal Chevalier
Journal articles
hal-00593309v1
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Brain Source Localization Using a Fourth-Order Deflation Scheme.
Laurent Albera
,
Anne Ferréol
,
Delphine Cosandier-Rimélé
,
Isabel Merlet
,
Fabrice Wendling
et al.
Journal articles
inserm-00255994v1
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Interictal EEG noise cancellation: GEVD and DSS based approaches versus ICA and DCCA based methods
Sepideh Hajipour Sardouie
,
Mohammad Bagher Shamsollahi
,
Laurent Albera
,
Isabelle Merlet
Journal articles
hal-01116713v1
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Complex patterns of spatially extended generators of epileptic activity: Comparison of source localization methods cMEM and 4-ExSo-MUSIC on high resolution EEG and MEG data
A. Chowdhury
,
Isabelle Merlet
,
G. Birot
,
E. Kobayashi
,
A. Nica
et al.
Journal articles
hal-01381265v1
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Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising
Majd Saleh
,
Ahmad Karfoul
,
Amar Kachenoura
,
Isabelle Merlet
,
Laurent Albera
et al.
Journal articles
hal-01533426v1
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Investigating Transmembrane Current Source Formulation for solving the ECG Inverse Problem
Karim El Houari
,
Amar Kachenoura
,
Paul Berraute
,
Siouar Bensaid
,
Ahmad Karfoul
et al.
10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) , Jul 2018, Sheffield, United Kingdom.
⟨10.1109/sam.2018.8448575⟩
Conference papers
hal-02049235v1
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Independent Component Analysis Based on Non-polynomial Approximation of Negentropy Application to MRS Source Separation
M. Saleh
,
Ahmad Karfoul
,
A. Kachenoura
,
Laurent Albera
,
Lotfi Senhadji
et al.
52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018 , Oct 2018, Pacific Grove, United States. pp.2179-2183,
⟨10.1109/ACSSC.2018.8645115⟩
Conference papers
hal-02088220v1
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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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Medical image registration using Edgeworth-based approximation of Mutual Information
Mathieu Rubeaux
,
Jean-Claude Nunes
,
Laurent Albera
,
Mireille Garreau
Innovation and Research in BioMedical engineering , 2014, 35 (3), pp.139-148
Journal articles
hal-00914411v2
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Low cost and efficient kurtosis-based deflationary ICA method: application to MRS sources separation problem.
Majd Saleh
,
Ahmad Karfoul
,
Amar Kachenoura
,
Lotfi Senhadji
,
Laurent Albera
et al.
Conference proceedings : . Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, Institute of Electrical and Electronics Engineers (IEEE), 2016 , Feb 2016, Orlando, United States. pp.3191-3194,
⟨10.1109/EMBC.2016.7591407⟩
Conference papers
hal-01476136v1
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How Beamforming Can Solve the Brain Source Imaging Problem?
P. Berraute
,
Laurent Albera
,
M. Rochette
,
I. Merlet
,
A. Kachenoura
et al.
Conference papers
hal-03370528v1
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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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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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Higher Order Blind Separation of Non-Zero Mean Cyclostationary Sources
Anne Ferréol
,
Pascal Chevalier
,
Laurent Albera
European Signal Processing Conference (EUSIPCO) , Sep 2002, Toulouse, France
Conference papers
hal-02476495v1
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Higher Order Direction Finding with Polarization Diversity: The PD-2q-MUSIC Algorithms
Pascal Chevalier
,
Anne Férreol
,
Laurent Albera
,
Gwenael Birot
EUSIPCO , Sep 2007, Poznan, Poland
Conference papers
hal-02470717v1
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Joint Eigenvalue Decomposition Using Polar Matrix Factorization.
Xavier Luciani
,
Laurent Albera
Proceedings of the 9th International Conference Latent Variable Analysis and Signal Separation LVA/ICA 2010 , Sep 2010, St. Malo, France. pp.555-562,
⟨10.1007/978-3-642-15995-4_69⟩
Conference papers
istex
hal-00910872v1
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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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Iterative methods for the canonical decomposition of multi-way arrays: Application to blind underdetermined mixture identification
Ahmad Karfoul
,
Laurent Albera
,
Lieven de Lathauwer
Journal articles
hal-00591824v1
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Tensor Decomposition Exploiting Structural Constraints for Brain Source Imaging
Hanna Becker
,
Ahmad Karfoul
,
Laurent Albera
,
Rémi Gribonval
,
Julien Fleureau
et al.
2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing , Dec 2015, Cancun, Mexico. pp.181-184,
⟨10.1109/CAMSAP.2015.7383766⟩
Conference papers
hal-01245111v1
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Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data
Laurent Albera
,
H Becker
,
Ahmad Karfoul
,
Rémi Gribonval
,
A Kachenoura
et al.
2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society , Aug 2015, Milan, Italy. pp.6995 - 6998
Conference papers
hal-01245239v1
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ICAR, a tool for Blind Source Separation using Fourth Order Statistics only
Laurent Albera
,
Anne Férreol
,
Pascal Chevalier
,
Pierre Comon
Journal articles
hal-00743890v1
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PHYSALIS (Physics-Driven Cosparse Analysis)
Srđan Kitić
,
Nancy Bertin
,
Laurent Albera
,
Rémi Gribonval
Software
hal-02955901v1
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Brain source localization using a physics-driven structured cosparse representation of EEG signals
Laurent Albera
,
Srđan Kitić
,
Nancy Bertin
,
Gilles Puy
,
Rémi Gribonval
et al.
Conference papers
hal-01027609v1
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