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Canonical Polyadic Decomposition based on joint eigenvalue decomposition

 Xavier Luciani , Laurent Albera
Chemometrics and Intelligent Laboratory Systems, 2014, 132, pp. 152-167
Article dans une revue hal-00949746v1

Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition.

 Sepideh Hajipour , Mohammad B. Shamsollahi , Laurent Albera , Isabelle Merlet
International Conference on Telecommunications and Signal Processing (TSP), Jul 2012, Prague, Czech Republic. pp.591 - 595, ⟨10.1109/TSP.2012.6256365⟩
Communication dans un congrès hal-00906578v1
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Denoising of ictal EEG data using semi-blind source separation methods based on time-frequency priors

 Sepideh Hajipour , Mohammad Bagher , Laurent Albera , Isabelle Merlet
IEEE Journal of Biomedical and Health Informatics, 2015, 19 (3), pp.839-847. ⟨10.1109/JBHI.2014.2336797⟩
Article dans une revue hal-01246033v1

Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion

 Zuyi Yu , Laurent Albera , R Le Bouquin Jeannès , Amar Kachenoura , Ahmad Karfoul , et al.
International Journal of Neural Systems, 2022, 32 (07), pp.2250032. ⟨10.1142/S0129065722500320⟩
Article dans une revue hal-03716203v1
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Feature extraction and classification for rectal bleeding in prostate cancer radiotherapy: A PCA based method

 Aureline Fargeas , Amar Kachenoura , Oscar Acosta , Laurent Albera , Gael Drean , et al.
Innovation and Research in BioMedical engineering, 2013, 34 (4-5), pp.296-299. ⟨10.1016/j.irbm.2013.07.009⟩
Article dans une revue hal-00956765v1
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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
Information Sciences, Signal Processing and their Applications, May 2010, Kuala Lumpur, Malaysia. pp.300 - 303, ⟨10.1109/ISSPA.2010.5605465⟩
Communication dans un congrès 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
Communication dans un congrès hal-01015798v1

Low rank canonical polyadic decomposition of tensors based on group sparsity

 Xu Han , Laurent Albera , Amar Kachenoura , Lotfi Senhadji , Huazhong Shu
25th European Signal Processing Conference (EUSIPCO), Aug 2017, Kos, Greece. ⟨10.23919/EUSIPCO.2017.8081291⟩
Communication dans un congrès hal-01675703v1

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
Communication dans un congrès hal-01304743v1

Independent component analysis for rectal bleeding prediction following prostate cancer radiotherapy

 A. Fargeas , Oscar Acosta , J.D. Ospina Arrango , A. Ferhat , N. Costet , et al.
Radiotherapy & Oncology, 2018, 126 (2), pp.263-269. ⟨10.1016/j.radonc.2017.11.011⟩
Article dans une revue hal-01740215v1

JEVD and CPD : algorithms and application to ICA and fluorescence spectroscopy

 Xavier Luciani , Laurent Albera
TRICAP 2015 - ThRee-way methods In Chemistry And Psychology 7th edition, May 2015, Pecol - Val di Zoldo (Belluno), Italie
Communication dans un congrès hal-01488379v1
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Semi-algebraic canonical decomposition of multi-way arrays and joint eigenvalue decomposition

 Xavier Luciani , Laurent Albera
The 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), May 2011, Prague, Czech Republic. pp.4104-4107, ⟨10.1109/ICASSP.2011.5947255⟩
Communication dans un congrès hal-00595092v1

Canonical decomposition of even order Hermitian positive semi-definite arrays

 Ahmad Karfoul , Laurent Albera , Pierre Comon
European Signal Processing Conference, Aug 2009, Glasgow, United Kingdom. pp.515-9
Communication dans un congrès hal-00435886v1

On the behavior of current second order blind source separation methods for first and second order cyclostationary sources-application to CPFSK sources

 Pascal Chevalier , Anne Ferreol , Laurent Albera
Proceedings of ICASSP '02, May 2002, Orlando, United States. pp.III-3081-III-3084, ⟨10.1109/ICASSP.2002.5745300⟩
Communication dans un congrès hal-02476509v1
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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
2014 IEEE International Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France. 6 p., ⟨10.1109/MLSP.2014.6958871⟩
Communication dans un congrès hal-01027609v1

Higher Order Direction Finding From Arrays With Diversely Polarized Antennas: The PD-2q-MUSIC Algorithms

 Pascal Chevalier , Anne Ferreol , Laurent Albera , Gwenael Birot
IEEE Transactions on Signal Processing, 2007, 55 (11), pp.5337-5350. ⟨10.1109/TSP.2007.899367⟩
Article dans une revue hal-02470681v1

A Unified Approach for Inverse Problem in EEG and Brain Connectivity with Application to Epilepsy. A Proof of Concept Study

 Ahmad Karfoul , Amar Kachenoura , Laurent Albera
2023 31st European Signal Processing Conference (EUSIPCO), Sep 2023, Helsinki, Finland. ⟨10.23919/eusipco58844.2023.10289968⟩
Communication dans un congrès hal-04350506v1
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PHYSALIS (Physics-Driven Cosparse Analysis)

 Srđan Kitić , Nancy Bertin , Laurent Albera , Rémi Gribonval
2015, ⟨swh:1:dir:f4f0c309fe07b42c62b84edf682bba0bfecff4d0;origin=https://hal.archives-ouvertes.fr/hal-02955901;visit=swh:1:snp:8a5796701fdd762ae1c77d3d8fb5583afe625d53;anchor=swh:1:rev:9d1304a95456ed7b1ce59613fc810f5463b35273;path=/⟩
Logiciel hal-02955901v1
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Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations

 Lu Wang , Laurent Albera , Amar Kachenoura , Huazhong Shu , Lotfi Senhadji
EURASIP Journal on Advances in Signal Processing, 2014, 33 p
Article dans une revue hal-01065628v1
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Versatile and scalable cosparse methods for physics-driven inverse problems

 Srđan Kitić , Siouar Bensaid , Laurent Albera , Nancy Bertin , Rémi Gribonval
Holger Boche; Giuseppe Caire; Robert Calderbank; Maximilian März; Gitta Kutyniok; Rudolf Mathar. Compressed Sensing and its Applications -- Second International MATHEON Conference 2015, Birkhaüser Basel, pp.291-332, 2018, Series: Applied and Numerical Harmonic Analysis, 978-3-319-69802-1. ⟨10.1007/978-3-319-69802-1_10⟩
Chapitre d'ouvrage hal-01496767v2
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Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing.

 M Saleh , Ahmad Karfoul , A. Kachenoura , L. Senhadji , Laurent Albera
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul 2017, Jeju Island, South Korea. pp.2790-2793, ⟨10.1109/EMBC.2017.8037436⟩
Communication dans un congrès hal-01624648v1
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Non-minimum phase identification based on higher order spectrum slices

 Amar Kachenoura , Laurent Albera , Jean-Jacques Bellanger , Lotfi Senhadji
IEEE Transactions on Signal Processing, 2008, 56 (5), pp.1821-1829. ⟨10.1109/TSP.2007.911287⟩
Article dans une revue inserm-00266346v1
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Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA

 Julie Coloigner , Laurent Albera , Amar Kachenoura , Fanny Noury , Lotfi Senhadji
Signal Processing, 2014, 105, pp.185-197. ⟨10.1016/j.sigpro.2014.05.017⟩
Article dans une revue inserm-01006599v1
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Parallelization Scheme for Canonical Polyadic Decomposition of Large-Scale High-Order Tensors

 Abdelhak Boudehane , Laurent Albera , Arthur Tenenhaus , Laurent Le Brusquet , Remy Boyer
Signal Processing, 2022, 199, pp.108610. ⟨10.1016/j.sigpro.2022.108610⟩
Article dans une revue hal-03613806v1
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A reduced complexity ECG imaging model for regularized inversion optimization

 Maureen Manche , Karim El Houari , Amar Kachenoura , Laurent Albera , Michel Rochette , et al.
Computers in Biology and Medicine, 2023, Computers in Biology and Medicine, 167, pp.107698. ⟨10.1016/j.compbiomed.2023.107698⟩
Article dans une revue hal-04305664v1
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Brain Source Localization Using a Fourth-Order Deflation Scheme.

 Laurent Albera , Anne Ferréol , Delphine Cosandier-Rimélé , Isabel Merlet , Fabrice Wendling
IEEE Transactions on Biomedical Engineering, 2008, 55 (2), pp.490-501. ⟨10.1109/TBME.2007.905408⟩
Article dans une revue inserm-00255994v1

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
Communication dans un congrès hal-00908854v1

Procédé de traitement d'antenne sur des signaux cyclostationnaires potentiellement non centrés

 Anne Ferreol , Pascal Chevalier , Laurent Albera
France, N° de brevet: 02.05575. 2002
Brevet hal-02481727v1

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
Innovation and Research in BioMedical engineering, 2015, 36 (1), pp.20-32. ⟨10.1016/j.irbm.2014.10.002⟩
Article dans une revue hal-01116713v1
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Sequential High-Resolution Direction Finding From Higher Order Statistics

 Gwénaël Birot , Laurent Albera , Pascal Chevalier
IEEE Transactions on Signal Processing, 2010, 58 (8), pp.4144-4155. ⟨10.1109/TSP.2010.2049569⟩
Article dans une revue hal-00593309v1
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