Yannis Kopsinis

Orcid: 0000-0003-2733-9357

Affiliations:
  • University of Athens, Greece


According to our database1, Yannis Kopsinis authored at least 57 papers between 2000 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Road Tunnels Defects Detection and Classification using Deep Learning.
Proceedings of the 10th International Conference on Automation, Robotics and Applications, 2024

2022
Deep Learning-Based Indoor Localization Using Multi-View BLE Signal.
Sensors, 2022

2021
Enhanced design matrix for task-related fMRI data analysis.
NeuroImage, 2021

2020
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks.
CoRR, 2020

Information Assisted Dictionary Learning for fMRI Data Analysis.
IEEE Access, 2020

2019
Unsupervised Pre-training of the Brain Connectivity Dynamic Using Residual D-Net.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018
Unsupervised learning of the brain connectivity dynamic using residual D-net.
CoRR, 2018

2017
Assisted dictionary learning for FMRI data analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data.
CoRR, 2016

Unsupervised singing voice detection using dictionary learning.
Proceedings of the 24th European Signal Processing Conference, 2016

Sparsity-aware distributed learning.
Proceedings of the Big Data over Networks, 2016

2015
Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach.
IEEE Trans. Signal Process., 2015

Pattern classification formulated as a missing data task: The audio genre classification case.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Iterative randomized robust linear regression.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

An online algorithm for distributed dictionary learning.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed robust subspace tracking.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
An Adaptive Projected Subgradient based algorithm for robust subspace tracking.
Proceedings of the IEEE International Conference on Acoustics, 2014

FMRI unmixing via properly adjusted dictionary learning.
Proceedings of the 22nd European Signal Processing Conference, 2014

Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Generalized Thresholding and Online Sparsity-Aware Learning in a Union of Subspaces.
IEEE Trans. Signal Process., 2013

Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification.
Proceedings of the ISWCS 2013, 2013

Electronic dispersion compensation of fiber links using sparsity induced volterra equalizers.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

Thresholding-based online algorithms of complexity comparable to sparse LMS methods.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

New operators for fixed-point theory: The sparsity-aware learning case.
Proceedings of the 21st European Signal Processing Conference, 2013

Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach.
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.
IEEE Trans. Signal Process., 2012

Biologically Inspired Signal Processing: Analyses, Algorithms and Applications.
EURASIP J. Adv. Signal Process., 2012

Sparsity-Aware Learning and Compressed Sensing: An Overview
CoRR, 2012

Instantaneous frequency based spectral analysis of nuclear magnetic resonance spectroscopy data.
Comput. Electr. Eng., 2012

Generalized thresholding sparsity-aware algorithm for low complexity online learning.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted ell<sub>1</sub> Balls.
IEEE Trans. Signal Process., 2011

A Sparsity-Aware Adaptive Algorithm for Distributed Learning
CoRR, 2011

Generalized Thresholding Sparsity-Aware Online Learning in a Union of Subspaces
CoRR, 2011

Reduced complexity online sparse signal reconstruction using projections onto weighted ℓ1 balls.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

An instantaneous frequency based algorithm for the processing of NMR data.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Revisiting adaptive least-squares estimation and application to online sparse signal recovery.
Proceedings of the IEEE International Conference on Acoustics, 2011

Robust adaptive sparse system identification by using weighted l1 balls and Moreau envelopes.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Online Sparse System Identification and Signal Reconstruction using Projections onto Weighted ℓ<sub>1</sub> Balls
CoRR, 2010

Adaptive algorithm for sparse system identification using projections onto weighted <i>l</i>1 balls.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Development of EMD-Based Denoising Methods Inspired by Wavelet Thresholding.
IEEE Trans. Signal Process., 2009

Ergodic capacity upper bound for dual MIMO Ricean systems: simplified derivation and asymptotic tightness.
IEEE Trans. Commun., 2009

2008
Investigation and Performance Enhancement of the Empirical Mode Decomposition Method Based on a Heuristic Search Optimization Approach.
IEEE Trans. Signal Process., 2008

Improved EMD Using Doubly-Iterative Sifting and High Order Spline Interpolation.
EURASIP J. Adv. Signal Process., 2008

Empirical mode decomposition based soft-thresholding.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Investigation of the Empirical Mode Decomposition Based on Genetic Algorithm Optimization Schemes.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
An efficient low complexity cluster-based MLSE equalizer for frequency-selective fading channels.
IEEE Trans. Wirel. Commun., 2006

On the least-squares performance of a novel efficient center estimation method for clustering-based MLSE equalization.
IEEE Trans. Signal Process., 2006

A Novel Efficient Cluster-Based MLSE Equalizer for Satellite Communication Channels with M-QAM Signaling.
EURASIP J. Adv. Signal Process., 2006

2004
An efficient low complexity clustering-based MLSE equalizer for frequency-selective fading channels.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Ανάπτυξη αποτελεσματικών τεχνικών ταξινόμησης για εξίσωση διαύλου
PhD thesis, 2003

An efficient low-complexity technique for MLSE equalizers for linear and nonlinear channels.
IEEE Trans. Signal Process., 2003

A novel cluster based MLSE equalizer for M-PAM signaling schemes.
Signal Process., 2003

2002
A novel low complexity cluster based MLSE equalizer for QPSK signaling scheme.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

A novel cluster based MLSE equalizer for 2-PAM signaling scheme.
Proceedings of the 11th European Signal Processing Conference, 2002

2000
Co-channel interference rejection using clustering techniques and fuzzy inference.
Proceedings of the 10th European Signal Processing Conference, 2000


  Loading...