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Color Image Recovery Via Quaternion Matrix Completion

Xu Han , Jiasong Wu , Lu Yan , Lotfi Senhadji , Huazhong Shu
6th International Congress on Image and Signal Processing (CISP), Dec 2013, Hangzhou, China. pp.358-362
Conference papers hal-01119225v1
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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
Journal articles hal-01065628v1
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Telemedical transport layer security based platform for cardiac arrhythmia classification using quadratic time-frequency analysis of HRV signal

Ismail Hadj Ahmed , Abdelghani Djebbari , Amar Kachenoura , Lotfi Senhadji
Journal of Supercomputing, 2022, 78 (11), pp.13680-13709. ⟨10.1007/s11227-022-04387-6⟩
Journal articles hal-03629521v1
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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⟩
Journal articles inserm-00266346v1
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Comparison of three spike detectors dedicated to single unit action potentials of the auditory nerve

Jérôme Bourien , Jérôme Ruel , Lotfi Senhadji , Jean-Luc Puel
29th IEEE EMBS Annual International Conference, Aug 2007, Lyon, France. pp.1430 - 1433, ⟨10.1109/IEMBS.2007.4352568Postedonline:2007-10-2211:32:49.0⟩
Conference papers inserm-00169297v1
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Delta waves differently modulate high frequency components of EEG oscillations in various unconsciousness levels

Behnam Molaee-Ardekani , Lotfi Senhadji , Mohammad-Bagher Shamsollahi , Eric Wodey , Bijan Vosoughi-Vahdat
29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007. EMBS 2007., Aug 2007, Lyon, France. pp.1294 - 1297, ⟨10.1109/IEMBS.2007.4352534⟩
Conference papers inserm-00186095v1
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Direct computation of type-II discrete Hartley transform

Huazhong Shu , Yuan Wang , Lotfi Senhadji , Limin M. Luo
IEEE Signal Processing Letters, 2007, 14 (5), pp.329 - 332
Journal articles inserm-00149853v1
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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⟩
Journal articles inserm-01006599v1
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Linear Total Variation Approximate Regularized Nuclear Norm Optimization for Matrix Completion

Xu Han , Jiasong Wu , Lu Wang , Yang Chen , Lotfi Senhadji , et al.
Abstract and Applied Analysis, 2014, 2014, pp.765782. ⟨10.1155/2014/765782⟩
Journal articles inserm-01101215v1

Endocardial acceleration (sonR) vs. ultrasound-derived time intervals in recipients of cardiac resynchronization therapy systems.

Erwan Donal , Lionel Giorgis , Serge Cazeau , Christophe Leclercq , Lotfi Senhadji , et al.
EP-Europace, 2011, 13 (3), pp.402-8. ⟨10.1093/europace/euq411⟩
Journal articles hal-00907350v1

La spectroscopie optique : une nouvelle approche pour l'étude des tumeurs urologiques. [Optical spectroscopy: a new approach to assess urological tumors].

Karim Bensalah , Julien Fleureau , Denis Rolland , Nathalie Rioux-Leclercq , Lotfi Senhadji , et al.
Progrès en Urologie, 2010, 20 (7), pp.477-82. ⟨10.1016/j.purol.2010.03.006⟩
Journal articles hal-00589382v1
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Investigation of the modulation between EEG alpha waves and slow/fast delta waves in children in different depths of Desflurane anesthesia

Behnam Molaee-Ardekani , Mohammad Bagher Shamsollahi , Olivier Tirel , Bijan Vosoughi-Vahdat , Eric Wodey , et al.
Innovation and Research in BioMedical engineering, 2010, 31 (1), pp.55-66. ⟨10.1016/j.irbm.2009.10.003⟩
Journal articles inserm-00483449v1

Multilinear Principal Component Analysis Network for Tensor Object Classification

J. Wu , S. Qiu , R. Zeng , Y. Kong , Lotfi Senhadji , et al.
IEEE Access, 2017, 5, pp.3322-3331. ⟨10.1109/ACCESS.2017.2675478⟩
Journal articles hal-01618929v1
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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⟩
Conference papers hal-01624648v1
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Wavelets extrema representation for QRS-T cancellation and P wave detection

Lotfi Senhadji , Feng Wang , Alfredo Hernandez , Guy Carrault
Computers In Cardiology, Sep 2002, Memphis, United States. pp.37-40, ⟨10.1109/CIC.2002.1166701⟩
Conference papers inserm-00131060v1
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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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Mixed-radix Algorithm for the Computation of Forward and Inverse MDCT.

Jiasong Wu , Huazhong Shu , Lotfi Senhadji , Limin Luo
IEEE Transactions on Circuits and Systems Part 1 Fundamental Theory and Applications, 2009, 56 (4), pp.784-794. ⟨10.1109/TCSI.2008.2002918⟩
Journal articles inserm-00344948v1
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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⟩
Conference papers hal-00910730v1
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Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform:FastAlgorithm and Applications

Jiasong Wu , Lu Wang , Guanyu Yang , Lotfi Senhadji , Limin Luo , et al.
IEEE Transactions on Circuits and Systems Part 1 Fundamental Theory and Applications, 2012, 59 (6), pp.1321 - 1334. ⟨10.1109/TCSI.2011.2173386⟩
Journal articles inserm-00708773v1
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New Fast Algorithm for Modulated Complex Lapped Transform With Sine Windowing Function

Huazhong Shu , Jiasong Wu , Lotfi Senhadji , Limin M. Luo
IEEE Signal Processing Letters, 2009, 16 (2), pp.93-96. ⟨10.1109/LSP.2008.2010069⟩
Journal articles inserm-00361435v1

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⟩
Conference papers hal-01675703v1
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Deep octonion networks

J. Wu , L. Xu , F. Wu , Y. Kong , L. Senhadji , et al.
Neurocomputing, 2020, 397, pp.179-191. ⟨10.1016/j.neucom.2020.02.053⟩
Journal articles hal-02865295v1

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

Diagnostic precoce du cancer du côlon. [Early diagnosis of human colorectal cancer.]

François Lacombe , Olivier Lavastre , Lotfi Senhadji
Innovation and Research in BioMedical engineering, 2011, 32 (2), pp.83-86. ⟨10.1016/j.irbm.2011.01.029⟩
Journal articles istex hal-00907632v1
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Monitoring approaches in general anesthesia: a survey.

Lotfi Senhadji , Eric Wodey , Claude Ecoffey
Critical Reviews in Biomedical Engineering, 2002, 30 (1-3), pp.85-97. ⟨10.1615/CritRevBiomedEng.v30.i123.50⟩
Journal articles inserm-00131053v1

Modulated binary clique convolutional neural network

J. Xia , J. Wu , F. Wu , Y. Kong , P. Zhang , et al.
7th International Conference on Advanced Cloud and Big Data, CBD 2019, Sep 2019, Suzhou, China. pp.252-257, ⟨10.1109/CBD.2019.00053⟩
Conference papers hal-02442592v1
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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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Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization

Lu Wang , Laurent Albera , Amar Kachenoura , Huazhong Shu , Lotfi Senhadji
IEEE Signal Processing Letters, 2013, 20 (8), pp.807 - 810. ⟨10.1109/LSP.2013.2267797⟩
Journal articles inserm-00841128v1
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Rui Zeng , Jiasong Wu , Lotfi Senhadji , Huazhong Shu
40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2014, Brisbane, Australia. pp.1971--1975
Conference papers hal-01380110v1