Yannis Kopsinis

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 9

Top Topics

Genre Classification

Dictionary Learning

Indoor Localization

Top Venues

Publications

Christos Petrou, Eleanna Kouletou, Yannis Kopsinis, Aikaterini Karagiannopoulou, Georgios Tsimiklis, Angelos Amditis
Road Tunnels Defects Detection and Classification using Deep Learning. ICARA (2024)
Aristotelis Koutris, Theodoros Siozos, Yannis Kopsinis, Aggelos Pikrakis, Timon Merk, Matthias Mahlig, Stylianos Papaharalabos, Peter Karlsson
Deep Learning-Based Indoor Localization Using Multi-View BLE Signal. Sensors 22 (7) (2022)
Manuel Morante, Yannis Kopsinis, Christos Chatzichristos, Athanassios Protopapas, Sergios Theodoridis
Enhanced design matrix for task-related fMRI data analysis. NeuroImage 245 (2021)
Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis, Yannis Kopsinis
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks. CoRR (2020)
Manuel Morante, Yannis Kopsinis, Sergios Theodoridis, Athanassios Protopapas
Information Assisted Dictionary Learning for fMRI Data Analysis. IEEE Access 8 (2020)
Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis
Unsupervised Pre-training of the Brain Connectivity Dynamic Using Residual D-Net. ICONIP (3) (2019)
Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis
Unsupervised learning of the brain connectivity dynamic using residual D-net. CoRR (2018)
Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis
Assisted dictionary learning for FMRI data analysis. ICASSP (2017)
Aggelos Pikrakis, Yannis Kopsinis, Nadine Kroher, José Miguel Díaz-Báñez
Unsupervised singing voice detection using dictionary learning. EUSIPCO (2016)
Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Iterative randomized robust linear regression. ICASSP (2015)
Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
An online algorithm for distributed dictionary learning. ICASSP (2015)
Aggelos Pikrakis, Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Pattern classification formulated as a missing data task: The audio genre classification case. ICASSP (2015)
Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Distributed robust subspace tracking. EUSIPCO (2015)
Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach. IEEE Trans. Signal Process. 63 (19) (2015)
Yannis Kopsinis, Harris V. Georgiou, Sergios Theodoridis
FMRI unmixing via properly adjusted dictionary learning. EUSIPCO (2014)
Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach. EUSIPCO (2014)
Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
An Adaptive Projected Subgradient based algorithm for robust subspace tracking. ICASSP (2014)
Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
New operators for fixed-point theory: The sparsity-aware learning case. EUSIPCO (2013)
Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis, Georgios B. Giannakis, Vassilis Kekatos
Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification. ISWCS (2013)
Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis, Stephen McLaughlin
Generalized Thresholding and Online Sparsity-Aware Learning in a Union of Subspaces. IEEE Trans. Signal Process. 61 (15) (2013)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Stephen McLaughlin
Thresholding-based online algorithms of complexity comparable to sparse LMS methods. ISCAS (2013)
George-Othon Glentis, Yannis Kopsinis, Kristina Georgoulakis, Chris Matrakidis
Electronic dispersion compensation of fiber links using sparsity induced volterra equalizers. ISSPIT (2013)
Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis, Symeon Chouvardas
Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach. ALCOSP (2013)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Generalized thresholding sparsity-aware algorithm for low complexity online learning. ICASSP (2012)
Elias Aboutanios, Yannis Kopsinis, Denis Rubtsov
Instantaneous frequency based spectral analysis of nuclear magnetic resonance spectroscopy data. Comput. Electr. Eng. 38 (1) (2012)
Elias Aboutanios, Steve McLaughlin, Yannis Kopsinis, Raviraj Adve
Biologically Inspired Signal Processing: Analyses, Algorithms and Applications. EURASIP J. Adv. Signal Process. 2012 (2012)
Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis
Sparsity-Aware Learning and Compressed Sensing: An Overview CoRR (2012)
Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
A Sparsity Promoting Adaptive Algorithm for Distributed Learning. IEEE Trans. Signal Process. 60 (10) (2012)
Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks. EUSIPCO (2012)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis
Balls. IEEE Trans. Signal Process. 59 (3) (2011)
Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
A Sparsity-Aware Adaptive Algorithm for Distributed Learning CoRR (2011)
Elias Aboutanios, Yannis Kopsinis
An instantaneous frequency based algorithm for the processing of NMR data. DSP (2011)
Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
Robust adaptive sparse system identification by using weighted l1 balls and Moreau envelopes. EUSIPCO (2011)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Reduced complexity online sparse signal reconstruction using projections onto weighted ℓ1 balls. DSP (2011)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Generalized Thresholding Sparsity-Aware Online Learning in a Union of Subspaces CoRR (2011)
Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
Revisiting adaptive least-squares estimation and application to online sparse signal recovery. ICASSP (2011)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis
Balls CoRR (2010)
Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
1 balls. ICASSP (2010)
Yannis Kopsinis, Steve McLaughlin
Development of EMD-Based Denoising Methods Inspired by Wavelet Thresholding. IEEE Trans. Signal Process. 57 (4) (2009)
Michail Matthaiou, Yannis Kopsinis, David I. Laurenson, Akbar M. Sayeed
Ergodic capacity upper bound for dual MIMO Ricean systems: simplified derivation and asymptotic tightness. IEEE Trans. Commun. 57 (12) (2009)
Yannis Kopsinis, Steve McLaughlin
Investigation and Performance Enhancement of the Empirical Mode Decomposition Method Based on a Heuristic Search Optimization Approach. IEEE Trans. Signal Process. 56 (1) (2008)
Yannis Kopsinis, Steve McLaughlin
Improved EMD Using Doubly-Iterative Sifting and High Order Spline Interpolation. EURASIP J. Adv. Signal Process. 2008 (2008)
Yannis Kopsinis, Stephen McLaughlin
Empirical mode decomposition based soft-thresholding. EUSIPCO (2008)
Yannis Kopsinis, Steve McLaughlin
Investigation of the Empirical Mode Decomposition Based on Genetic Algorithm Optimization Schemes. ICASSP (3) (2007)
Eleftherios Kofidis, Vassilis Dalakas, Yannis Kopsinis, Sergios Theodoridis
A Novel Efficient Cluster-Based MLSE Equalizer for Satellite Communication Channels with M-QAM Signaling. EURASIP J. Adv. Signal Process. 2006 (2006)
Yannis Kopsinis, Sergios Theodoridis, Eleftherios Kofidis
An efficient low complexity cluster-based MLSE equalizer for frequency-selective fading channels. IEEE Trans. Wirel. Commun. 5 (4) (2006)
Eleftherios Kofidis, Yannis Kopsinis, Sergios Theodoridis
On the least-squares performance of a novel efficient center estimation method for clustering-based MLSE equalization. IEEE Trans. Signal Process. 54 (4) (2006)
Eleftherios Kofidis, Yannis Kopsinis, Sergios Theodoridis
On the least squares performance of a novel efficient center estimation method for clustering-based MLSE equalization. EUSIPCO (2004)
Yannis Kopsinis, Sergios Theodoridis, Eleftherios Kofidis
An efficient low complexity clustering-based MLSE equalizer for frequency-selective fading channels. EUSIPCO (2004)
Yannis Kopsinis, Sergios Theodoridis
An efficient low-complexity technique for MLSE equalizers for linear and nonlinear channels. IEEE Trans. Signal Process. 51 (12) (2003)
Yannis Kopsinis, Sergios Theodoridis
A novel cluster based MLSE equalizer for M-PAM signaling schemes. Signal Process. 83 (9) (2003)
Yannis Kopsinis, S. Theodoridls
A novel low complexity cluster based MLSE equalizer for QPSK signaling scheme. DSP (2002)
Yannis Kopsinis, Sergios Theodoridis
A novel cluster based MLSE equalizer for 2-PAM signaling scheme. EUSIPCO (2002)
Yannis Kopsinis, Sergios Theodoridis
Co-channel interference rejection using clustering techniques and fuzzy inference. EUSIPCO (2000)