Amar Kachenoura

发表

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

Lotfi Senhadji, Laurent Albera, Julie Coloigner, 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals

Lotfi Senhadji, Laurent Albera, Amar Kachenoura, 2011, IEEE Transactions on Signal Processing.

The PEP Approach: A New Family of Methods Solving the Phase Estimation Problem

Lotfi Senhadji, Laurent Albera, Amar Kachenoura, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings

Amar Kachenoura, Guy Carrault, Alfredo I. Hernández, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising

Laurent Albera, Amar Kachenoura, Majd Saleh, 2017, IEEE Signal Processing Letters.

Early diagnosis of NAFLD-NASH transition using mid infrared spectroscopy

Lotfi Senhadji, Amar Kachenoura, Hugues Tariel, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation

Lotfi Senhadji, Laurent Albera, Amar Kachenoura, 2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers.

ICA-based EEG denoising: a comparative analysis of fifteen methods

Lotfi Senhadji, Laurent Albera, Pierre Comon, 2012 .

A Page-Hinkley based method for HFOs detection in epileptic depth-EEG

Fabrice Wendling, Amar Kachenoura, Nisrine Jrad, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches

Lotfi Senhadji, Laurent Albera, Fabrice Wendling, 2012, EURASIP J. Adv. Signal Process..

Low cost and efficient kurtosis-based deflationary ICA method: Application to MRS sources separation problem

Lotfi Senhadji, Laurent Albera, Amar Kachenoura, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Application de l'Analyse en Composantes Indépendantes à l'extraction des mouvements oculaires et du tonus musculaire à partir d'un nombre restreint d'électrodes

Lotfi Senhadji, Amar Kachenoura, G. Carrault, 2003 .

A fast model for solving the ECG forward problem based on an evolutionary algorithm

Laurent Albera, Amar Kachenoura, Michel Rochette, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization

Lu Wang, Lotfi Senhadji, Huazhong Shu, 2013, IEEE Signal Processing Letters.

A Novel Classification Method for Prediction of Rectal Bleeding in Prostate Cancer Radiotherapy Based on a Semi-Nonnegative ICA of 3D Planned Dose Distributions

Lu Wang, Lotfi Senhadji, Laurent Albera, 2015, IEEE Journal of Biomedical and Health Informatics.

Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data

Lotfi Senhadji, Rémi Gribonval, Laurent Albera, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Blind source separation for ambulatory sleep recording

Lotfi Senhadji, Amar Kachenoura, Guy Carrault, 2006, IEEE Transactions on Information Technology in Biomedicine.

Robust low-rank multilinear tensor approximation for a joint estimation of the multilinear rank and the loading matrices pdf

Xu Han, Lotfi Senhadji, Huazhong Shu, 2018, ArXiv.

Extraction and separation of eyes movements and the muscular tonus from a restricted number of electrodes using the independent component analysis

Lotfi Senhadji, Amar Kachenoura, Hervé Gauvrit, 2003, Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE Cat. No.03CH37439).

One Decade of Biomedical Problems Using ICA: A Full Comparative Study

Lotfi Senhadji, Laurent Albera, Pierre Comon, 2009 .

Investigating Transmembrane Current Source Formulation for Solving the ECG Inverse Problem

Laurent Albera, Amar Kachenoura, Michel Rochette, 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM).

A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals

Laurent Albera, Pierre Comon, Amar Kachenoura, 2017, IEEE Journal of Biomedical and Health Informatics.

ICA and biomedical applications

Lotfi Senhadji, Laurent Albera, Pierre Comon, 2010 .

Multivariate empirical mode decomposition and application to multichannel filtering

Lotfi Senhadji, Laurent Albera, Amar Kachenoura, 2011, Signal Process..

Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network

Amar Kachenoura, Guy Carrault, Alfredo I. Hernández, 2013, IEEE Transactions on Biomedical Engineering.

Noninvasive detection of bladder cancer using mid-infrared spectra classification

Lotfi Senhadji, Amar Kachenoura, Hugues Tariel, 2017, Expert Syst. Appl..

Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICAexp Method

Lotfi Senhadji, Laurent Albera, Pierre Comon, 2010, LVA/ICA.

Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals

Fabrice Wendling, Amar Kachenoura, Fabrice Bartolomei, 2017, IEEE Trans. Biomed. Eng..

Automatic detection of fast ripples

Laurent Albera, Fabrice Wendling, Amar Kachenoura, 2013, Journal of Neuroscience Methods.

Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing

Lotfi Senhadji, Laurent Albera, Amar Kachenoura, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Robust Multilinear Decomposition of Low Rank Tensors

Xu Han, Lotfi Senhadji, Huazhong Shu, 2018, LVA/ICA.

Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition

Xu Han, Lotfi Senhadji, Laurent Albera, 2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers.

L'ACI : un outil pour les Interfaces Cerveau-Machine

Lotfi Senhadji, Pierre Comon, Amar Kachenoura, 2007 .

Tensor decomposition exploiting structural constraints for brain source imaging

Lotfi Senhadji, Rémi Gribonval, Laurent Albera, 2015, 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy

Laurent Albera, Amar Kachenoura, Renaud de Crevoisier, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

includes active medical device, the means for reconstruction of a surface electrocardiogram on the basis of an endocardial electrogram

Amar Kachenoura, Guy Carrault, Alfredo I. Hernández, 2010 .

Classification of high frequency oscillations in epileptic intracerebral EEG

Fabrice Wendling, Amar Kachenoura, Nisrine Jrad, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

3A-EMD: A generalized approach for monovariate and multivariate EMD

Lotfi Senhadji, Laurent Albera, Amar Kachenoura, 2010, 10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010).

Chapter 18 – Biomedical applications

Lotfi Senhadji, Pierre Comon, Amar Kachenoura, 2010 .

Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA

Lotfi Senhadji, Laurent Albera, Julie Coloigner, 2014, Signal Process..

Nonminimum Phase Identification Based on Higher Order Spectrum Slices

Lotfi Senhadji, Laurent Albera, Jean-Jacques Bellanger, 2008, IEEE Transactions on Signal Processing.

CP decomposition of semi-nonnegative semi-symmetric tensors based on QR matrix factorization

Lu Wang, Lotfi Senhadji, Huazhong Shu, 2014, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM).

Rank estimation and tensor decomposition using physics-driven constraints for brain source localization

Lotfi Senhadji, Laurent Albera, Karim Ansari-Asl, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Blind source separation in biomedical engineering

Amar Kachenoura, Laurent Albera, A. Kachenoura, 2007 .

Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution

Jean-Jacques Bellanger, Pascal Haigron, Amar Kachenoura, 2011, Prostate Cancer Imaging.

Detection and classification of fast ripples using wavelets

Lotfi Senhadji, Laurent Albera, Fabrice Wendling, 2013, 2013 2nd International Conference on Advances in Biomedical Engineering.

Feasibility of blind source separation methods for the denoising of dense-array EEG

Lotfi Senhadji, Laurent Albera, Karim Ansari-Asl, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Low rank canonical polyadic decomposition of tensors based on group sparsity

Xu Han, Lotfi Senhadji, Huazhong Shu, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Extraction des dynamiques du système nerveux autonome : Une approche basée sur la séparation aveugle de sources.

Lotfi Senhadji, Amar Kachenoura, Guy Carrault, 2009 .

Canonical polyadic decomposition of third-order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations

Lu Wang, Lotfi Senhadji, Huazhong Shu, 2014, EURASIP J. Adv. Signal Process..

Nonnegative compression for Semi-Nonnegative Independent Component Analysis

Lu Wang, Lotfi Senhadji, Huazhong Shu, 2014, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM).

Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis

Amar Kachenoura, Guy Carrault, Alfredo I. Hernández, 2008, EURASIP J. Adv. Signal Process..

Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing

Laurent Albera, Amar Kachenoura, Majd Saleh, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Block term decomposition with rank estimation using group sparsity

Xu Han, Lotfi Senhadji, Huazhong Shu, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

How Beamforming Can Solve The Brain Source Imaging Problem?

Laurent Albera, Amar Kachenoura, Michel Rochette, 2021, 2021 IEEE Statistical Signal Processing Workshop (SSP).

Telemedical Transport Layer Security Based Platform for Cardiac Arrhythmia Classification Using Quadratic Time-Frequency Analysis of HRV Signal

Amar Kachenoura, Abdelghani Djebbari, Ismail HADJ AHMED, 2021 .

Blind Source Separation Methods Applied to Muscle Artefacts Removing from Epileptic Eeg Recording: A Comparative Study.

Lotfi Senhadji, Laurent Albera, Fabrice Wendling, 2011 .

Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals

Fabrice Wendling, Amar Kachenoura, Fabrice Bartolomei, 2017, IEEE Transactions on Biomedical Engineering.

On feature extraction and classification in prostate cancer radiotherapy using tensor decompositions.

Laurent Albera, Julie Coloigner, Amar Kachenoura, 2015, Medical engineering & physics.

Gabor transform for interictal high frequency oscillations classification

Fabrice Wendling, Amar Kachenoura, Nisrine Jrad, 2015, 2015 International Conference on Advances in Biomedical Engineering (ICABME).

On joint diagonalization of cumulant matrices for independent component analysis of MRS and EEG signals

Lotfi Senhadji, Laurent Albera, Fabrice Wendling, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.