Amar Kachenoura
Orcid: 0000-0003-4340-1261
According to our database1,
Amar Kachenoura
authored at least 54 papers
between 2006 and 2025.
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Bibliography
2025
Biomed. Signal Process. Control., 2025
2024
Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy.
NeuroImage, January, 2024
High-Dimensional MVAR Model Identification Based on Structured Sparsity Penalization.
IEEE Signal Process. Lett., 2024
Multi-classification of high-frequency oscillations in intracranial EEG signals based on CNN and data augmentation.
Signal Image Video Process., 2024
An Efficient Strategy for the Denoising of Heart Vibration Signals Acquired from an Implantable Device.
Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
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
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
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
Expert Syst. Appl., 2017
Proceedings of the 25th European Signal Processing Conference, 2017
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
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
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
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
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
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
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
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
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
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
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
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
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
IEEE Trans. Signal Process., 2008
EURASIP J. Adv. Signal Process., 2008
2006
IEEE Trans. Inf. Technol. Biomed., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006