Yannis Kopsinis

Athanassios Protopapas

NeuroImage, 2021

2020

Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks.

[BibT_eX]

[DOI]

Stavros Deligiannidis

Adonis Bogris

Charis Mesaritakis

CoRR, 2020

Information Assisted Dictionary Learning for fMRI Data Analysis.

[BibT_eX]

[DOI]

Manuel Morante

Athanassios Protopapas

IEEE Access, 2020

2019

Unsupervised Pre-training of the Brain Connectivity Dynamic Using Residual D-Net.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Unsupervised learning of the brain connectivity dynamic using residual D-net.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Assisted dictionary learning for FMRI data analysis.

[BibT_eX]

[DOI]

Manuel Morante Moreno

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data.

[BibT_eX]

[DOI]

Yiannis Kopsinis

Manuel Morante Moreno

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data.

[BibT_eX]

[DOI]

Giannis Kopsinis

CoRR, 2016

Unsupervised singing voice detection using dictionary learning.

[BibT_eX]

[DOI]

Aggelos Pikrakis

Nadine Kroher

José Miguel Díaz-Báñez

Proceedings of the 24th European Signal Processing Conference, 2016

Sparsity-aware distributed learning.

[BibT_eX]

[DOI]

Proceedings of the Big Data over Networks, 2016

2015

Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Pattern classification formulated as a missing data task: The audio genre classification case.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Iterative randomized robust linear regression.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

An online algorithm for distributed dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed robust subspace tracking.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

An Adaptive Projected Subgradient based algorithm for robust subspace tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

FMRI unmixing via properly adjusted dictionary learning.

[BibT_eX]

[DOI]

Harris V. Georgiou

Proceedings of the 22nd European Signal Processing Conference, 2014

Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Generalized Thresholding and Online Sparsity-Aware Learning in a Union of Subspaces.

[BibT_eX]

[DOI]

Stephen McLaughlin

IEEE Trans. Signal Process., 2013

Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification.

[BibT_eX]

[DOI]

Georgios B. Giannakis

Vassilis Kekatos

Proceedings of the ISWCS 2013, 2013

Electronic dispersion compensation of fiber links using sparsity induced volterra equalizers.

[BibT_eX]

[DOI]

George-Othon Glentis

Kristina Georgoulakis

Chris Matrakidis

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

Thresholding-based online algorithms of complexity comparable to sparse LMS methods.

[BibT_eX]

[DOI]

Stephen McLaughlin

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

New operators for fixed-point theory: The sparsity-aware learning case.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach.

[BibT_eX]

[DOI]

Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013

2012

A Sparsity Promoting Adaptive Algorithm for Distributed Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Biologically Inspired Signal Processing: Analyses, Algorithms and Applications.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2012

Sparsity-Aware Learning and Compressed Sensing: An Overview

[BibT_eX]

[DOI]

CoRR, 2012

Instantaneous frequency based spectral analysis of nuclear magnetic resonance spectroscopy data.

[BibT_eX]

[DOI]

Elias Aboutanios

Denis Rubtsov

Comput. Electr. Eng., 2012

Generalized thresholding sparsity-aware algorithm for low complexity online learning.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted ell1 Balls.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

A Sparsity-Aware Adaptive Algorithm for Distributed Learning

[BibT_eX]

[DOI]

CoRR, 2011

Generalized Thresholding Sparsity-Aware Online Learning in a Union of Subspaces

[BibT_eX]

[DOI]

CoRR, 2011

Reduced complexity online sparse signal reconstruction using projections onto weighted ℓ1 balls.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

An instantaneous frequency based algorithm for the processing of NMR data.

[BibT_eX]

[DOI]

Elias Aboutanios

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Revisiting adaptive least-squares estimation and application to online sparse signal recovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Robust adaptive sparse system identification by using weighted l1 balls and Moreau envelopes.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Online Sparse System Identification and Signal Reconstruction using Projections onto Weighted ℓ1 Balls

[BibT_eX]

[DOI]

CoRR, 2010

Adaptive algorithm for sparse system identification using projections onto weighted l1 balls.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Development of EMD-Based Denoising Methods Inspired by Wavelet Thresholding.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Ergodic capacity upper bound for dual MIMO Ricean systems: simplified derivation and asymptotic tightness.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2009

2008

Investigation and Performance Enhancement of the Empirical Mode Decomposition Method Based on a Heuristic Search Optimization Approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Improved EMD Using Doubly-Iterative Sifting and High Order Spline Interpolation.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

Empirical mode decomposition based soft-thresholding.

[BibT_eX]

[DOI]

Stephen McLaughlin

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Investigation of the Empirical Mode Decomposition Based on Genetic Algorithm Optimization Schemes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

An efficient low complexity cluster-based MLSE equalizer for frequency-selective fading channels.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2006

On the least-squares performance of a novel efficient center estimation method for clustering-based MLSE equalization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

A Novel Efficient Cluster-Based MLSE Equalizer for Satellite Communication Channels with M-QAM Signaling.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

2004

An efficient low complexity clustering-based MLSE equalizer for frequency-selective fading channels.

[BibT_eX]

[DOI]

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

Ανάπτυξη αποτελεσματικών τεχνικών ταξινόμησης για εξίσωση διαύλου

[BibT_eX]

[DOI]

PhD thesis, 2003

An efficient low-complexity technique for MLSE equalizers for linear and nonlinear channels.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

A novel cluster based MLSE equalizer for M-PAM signaling schemes.

[BibT_eX]

[DOI]

Signal Process., 2003

2002

A novel low complexity cluster based MLSE equalizer for QPSK signaling scheme.

[BibT_eX]

[DOI]

S. Theodoridls

Proceedings of the 14th International Conference on Digital Signal Processing, 2002

A novel cluster based MLSE equalizer for 2-PAM signaling scheme.

[BibT_eX]

[DOI]

Proceedings of the 11th European Signal Processing Conference, 2002

2000

Co-channel interference rejection using clustering techniques and fuzzy inference.

[BibT_eX]

[DOI]