Laurent Albera
Orcid: 0000-0002-2109-5649
According to our database1,
Laurent Albera
authored at least 84 papers
between 2002 and 2024.
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Bibliography
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
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
SOS-MUSIC, a Subspace Approach for EEG Source Imaging Promoting Sparsity of Active Sources.
Proceedings of the 32nd European Signal Processing Conference, 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
Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors.
Signal Process., 2022
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion.
Int. J. Neural Syst., 2022
2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
2020
Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources.
IEEE Trans. Affect. Comput., 2020
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
Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising.
IEEE Signal Process. Lett., 2017
SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity.
NeuroImage, 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
IEEE Trans. Signal Process., 2016
Complex patterns of spatially extended generators of epileptic activity: Comparison of source localization methods cMEM and 4-ExSo-MUSIC on high resolution EEG and MEG data.
NeuroImage, 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
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 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
2015
Joint Eigenvalue Decomposition of Non-Defective Matrices Based on the LU Factorization With Application to ICA.
IEEE Trans. Signal Process., 2015
Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors.
IEEE J. Biomed. Health Informatics, 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
IEEE Signal Process. Lett., 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
An Alternating Direction Method of Multipliers for constrained joint diagonalization by congruence.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
Signal Process., 2014
NeuroImage, 2014
Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations.
EURASIP J. Adv. Signal Process., 2014
Brain source localization using a physics-driven structured cosparse representation of EEG signals.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 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
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
IEEE Signal Process. Lett., 2013
Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Signal Process., 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
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition.
Proceedings of the 35th International Conference on Telecommunications and Signal Processing, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals.
IEEE Trans. Signal Process., 2011
Iterative methods for the canonical decomposition of multi-way arrays: Application to blind underdetermined mixture identification.
Signal Process., 2011
Signal Process., 2011
NeuroImage, 2011
Semi-algebraic canonical decomposition of multi-way arrays and Joint Eigenvalue Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Blind underdetermined mixture identification by joint canonical decomposition of HO cumulants.
IEEE Trans. Signal Process., 2010
IEEE Trans. Signal Process., 2010
Proceedings of the 10th International Conference on Information Sciences, 2010
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Semi-nonnegative Independent Component Analysis: The (3, 4)-SENICA<sup>exp</sup> Method.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Proceedings of the 17th European Signal Processing Conference, 2009
2008
IEEE Trans. Signal Process., 2008
IEEE Trans. Biomed. Eng., 2008
2007
Higher Order Direction Finding From Arrays With Diversely Polarized Antennas: The PD-2q-MUSIC Algorithms.
IEEE Trans. Signal Process., 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Higher order direction finding with polarization diversity: THE PD-2q-music algorithms.
Proceedings of the 15th European Signal Processing Conference, 2007
2006
High-Resolution Direction Finding From Higher Order Statistics: The 2q-MUSIC Algorithm.
IEEE Trans. Signal Process., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
2004
Second-order blind separation of first- and second-order cyclostationary sources-application to AM, FSK, CPFSK, and deterministic sources.
IEEE Trans. Signal Process., 2004
ICAR: independent component analysis using redundancies.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2002
On the behavior of current second order blind source separation methods for first and second order cyclostationary sources-application to CPFSK sources.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the 11th European Signal Processing Conference, 2002