Amar Kachenoura

According to our database1, Amar Kachenoura authored at least 50 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy.
NeuroImage, January, 2024

Multi-classification of high-frequency oscillations in intracranial EEG signals based on CNN and data augmentation.
Signal Image Video Process., 2024

2023
A reduced complexity ECG imaging model for regularized inversion optimization.
Comput. Biol. Medicine, December, 2023

A Unified Approach for Inverse Problem in EEG and Brain Connectivity with Application to Epilepsy. A Proof of Concept Study.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Telemedical transport layer security based platform for cardiac arrhythmia classification using quadratic time-frequency analysis of HRV signal.
J. Supercomput., 2022

Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion.
Int. J. Neural Syst., 2022

Classification of High Frequency Oscillations in intracranial EEG signals based on coupled time-frequency and image-related features.
Biomed. Signal Process. Control., 2022

2021
How Beamforming Can Solve The Brain Source Imaging Problem?
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

2019
Rank estimation and tensor decomposition using physics-driven constraints for brain source localization.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Investigating Transmembrane Current Source Formulation for Solving the ECG Inverse Problem.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Robust Multilinear Decomposition of Low Rank Tensors.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals.
IEEE J. Biomed. Health Informatics, 2017

Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals.
IEEE Trans. Biomed. Eng., 2017

Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising.
IEEE Signal Process. Lett., 2017

Noninvasive detection of bladder cancer using mid-infrared spectra classification.
Expert Syst. Appl., 2017

A Page-Hinkley based method for HFOs detection in epileptic depth-EEG.
Proceedings of the 25th European Signal Processing Conference, 2017

Low rank canonical polyadic decomposition of tensors based on group sparsity.
Proceedings of the 25th European Signal Processing Conference, 2017

Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A fast model for solving the ECG forward problem based on an evolutionary algorithm.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Block term decomposition with rank estimation using group sparsity.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Low cost and efficient kurtosis-based deflationary ICA method: Application to MRS sources separation problem.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Early diagnosis of NAFLD-NASH transition using mid infrared spectroscopy.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
A Novel Classification Method for Prediction of Rectal Bleeding in Prostate Cancer Radiotherapy Based on a Semi-Nonnegative ICA of 3D Planned Dose Distributions.
IEEE J. Biomed. Health Informatics, 2015

Feasibility of blind source separation methods for the denoising of dense-array EEG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of high frequency oscillations in epileptic intracerebral EEG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Tensor decomposition exploiting structural constraints for brain source imaging.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014
Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA.
Signal Process., 2014

Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations.
EURASIP J. Adv. Signal Process., 2014

Nonnegative compression for Semi-Nonnegative Independent Component Analysis.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

CP decomposition of semi-nonnegative semi-symmetric tensors based on QR matrix factorization.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

2013
Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network.
IEEE Trans. Biomed. Eng., 2013

Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization.
IEEE Signal Process. Lett., 2013

2012
Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches.
EURASIP J. Adv. Signal Process., 2012

2011
Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals.
IEEE Trans. Signal Process., 2011

Multivariate empirical mode decomposition and application to multichannel filtering.
Signal Process., 2011

Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
3A-EMD: A generalized approach for monovariate and multivariate EMD.
Proceedings of the 10th International Conference on Information Sciences, 2010

Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICA<sup>exp</sup> Method.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009
Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Nonminimum Phase Identification Based on Higher Order Spectrum Slices.
IEEE Trans. Signal Process., 2008

Ica: a potential tool for bci systems.
IEEE Signal Process. Mag., 2008

Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis.
EURASIP J. Adv. Signal Process., 2008

2006
Blind Source Separation for Ambulatory Sleep Recording.
IEEE Trans. Inf. Technol. Biomed., 2006

The PEP Approach: A New Family of Methods Solving the Phase Estimation Problem.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006


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