Yannis Kopsinis

59 papers C 2Misc 8Journal 25Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Gaze Prediction in Virtual Reality Without Eye Tracking Using Visual and Head Motion Cues. CoRR Christos Petrou, Harris Partaourides, Athanasios Balomenos, Yannis Kopsinis, Sotirios Chatzis
2025	C	`conf`	A Foundation Model for Single-Cell Transcriptomics in Alzheimer's Disease. BIBE Athanasios Balomenos, Christos Petrou, Theodoros Siozos, Ioannis Charalampopoulos, Theodora Calogeropoulou, Yannis Kopsinis
2025	—	`conf`	Gaze Prediction in Virtual Reality Without Eye Tracking Using Visual and Head Motion Cues. ISVC (1) Christos Petrou, Harris Partaourides, Athanasios Balomenos, Yannis Kopsinis, Sotirios Chatzis
2024	—	`conf`	Road Tunnels Defects Detection and Classification using Deep Learning. ICARA Christos Petrou, Eleanna Kouletou, Yannis Kopsinis, Aikaterini Karagiannopoulou, Georgios Tsimiklis, Angelos Amditis
2022	J	`jnl`	Deep Learning-Based Indoor Localization Using Multi-View BLE Signal. Sensors Aristotelis Koutris, Theodoros Siozos, Yannis Kopsinis, Aggelos Pikrakis, Timon Merk, Matthias Mahlig, Stylianos Papaharalabos, Peter Karlsson
2021	J	`jnl`	Enhanced design matrix for task-related fMRI data analysis. NeuroImage Manuel Morante, Yannis Kopsinis, Christos Chatzichristos, Athanassios Protopapas, Sergios Theodoridis
2020	J	`jnl`	Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks. CoRR Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis, Yannis Kopsinis
2020	J	`jnl`	Information Assisted Dictionary Learning for fMRI Data Analysis. IEEE Access Manuel Morante, Yannis Kopsinis, Sergios Theodoridis, Athanassios Protopapas
2019	—	`conf`	Unsupervised Pre-training of the Brain Connectivity Dynamic Using Residual D-Net. ICONIP (3) Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis
2018	J	`jnl`	Unsupervised learning of the brain connectivity dynamic using residual D-net. CoRR Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis
2017	Misc	`conf`	Assisted dictionary learning for FMRI data analysis. ICASSP Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis
2016	—	`ch.`	Sparsity-aware distributed learning. Big Data over Networks Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
2016	—	`conf`	Unsupervised singing voice detection using dictionary learning. EUSIPCO Aggelos Pikrakis, Yannis Kopsinis, Nadine Kroher, José Miguel Díaz-Báñez
2015	Misc	`conf`	An online algorithm for distributed dictionary learning. ICASSP Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
2015	—	`conf`	Distributed robust subspace tracking. EUSIPCO Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
2015	Misc	`conf`	Iterative randomized robust linear regression. ICASSP Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
2015	Misc	`conf`	Pattern classification formulated as a missing data task: The audio genre classification case. ICASSP Aggelos Pikrakis, Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
2015	J	`jnl`	Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach. IEEE Trans. Signal Process. Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
2014	Misc	`conf`	An Adaptive Projected Subgradient based algorithm for robust subspace tracking. ICASSP Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
2014	—	`conf`	FMRI unmixing via properly adjusted dictionary learning. EUSIPCO Yannis Kopsinis, Harris V. Georgiou, Sergios Theodoridis
2014	—	`conf`	Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach. EUSIPCO Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
2013	—	`conf`	Electronic dispersion compensation of fiber links using sparsity induced volterra equalizers. ISSPIT George-Othon Glentis, Yannis Kopsinis, Kristina Georgoulakis, Chris Matrakidis
2013	—	`conf`	Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification. ISWCS Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis, Georgios B. Giannakis, Vassilis Kekatos
2013	J	`jnl`	Generalized Thresholding and Online Sparsity-Aware Learning in a Union of Subspaces. IEEE Trans. Signal Process. Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis, Stephen McLaughlin
2013	—	`conf`	New operators for fixed-point theory: The sparsity-aware learning case. EUSIPCO Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2013	—	`conf`	Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach. ALCOSP Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis, Symeon Chouvardas
2013	C	`conf`	Thresholding-based online algorithms of complexity comparable to sparse LMS methods. ISCAS Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Stephen McLaughlin
2012	J	`jnl`	A Sparsity Promoting Adaptive Algorithm for Distributed Learning. IEEE Trans. Signal Process. Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2012	J	`jnl`	Biologically Inspired Signal Processing: Analyses, Algorithms and Applications. EURASIP J. Adv. Signal Process. Elias Aboutanios, Steve McLaughlin, Yannis Kopsinis, Raviraj Adve
2012	Misc	`conf`	Generalized thresholding sparsity-aware algorithm for low complexity online learning. ICASSP Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
2012	J	`jnl`	Instantaneous frequency based spectral analysis of nuclear magnetic resonance spectroscopy data. Comput. Electr. Eng. Elias Aboutanios, Yannis Kopsinis, Denis Rubtsov
2012	J	`jnl`	Sparsity-Aware Learning and Compressed Sensing: An Overview CoRR Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis
2012	—	`conf`	Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks. EUSIPCO Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2011	J	`jnl`	A Sparsity-Aware Adaptive Algorithm for Distributed Learning CoRR Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2011	—	`conf`	An instantaneous frequency based algorithm for the processing of NMR data. DSP Elias Aboutanios, Yannis Kopsinis
2011	J	`jnl`	Generalized Thresholding Sparsity-Aware Online Learning in a Union of Subspaces CoRR Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
2011	J	`jnl`	Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted ell IEEE Trans. Signal Process. Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis
2011	—	`conf`	Reduced complexity online sparse signal reconstruction using projections onto weighted ℓ1 balls. DSP Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
2011	Misc	`conf`	Revisiting adaptive least-squares estimation and application to online sparse signal recovery. ICASSP Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2011	—	`conf`	Robust adaptive sparse system identification by using weighted l1 balls and Moreau envelopes. EUSIPCO Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2010	Misc	`conf`	Adaptive algorithm for sparse system identification using projections onto weighted ICASSP Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2010	J	`jnl`	Online Sparse System Identification and Signal Reconstruction using Projections onto Weighted ℓ CoRR Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis
2009	J	`jnl`	Development of EMD-Based Denoising Methods Inspired by Wavelet Thresholding. IEEE Trans. Signal Process. Yannis Kopsinis, Steve McLaughlin
2009	J	`jnl`	Ergodic capacity upper bound for dual MIMO Ricean systems: simplified derivation and asymptotic tightness. IEEE Trans. Commun. Michail Matthaiou, Yannis Kopsinis, David I. Laurenson, Akbar M. Sayeed
2008	—	`conf`	Empirical mode decomposition based soft-thresholding. EUSIPCO Yannis Kopsinis, Stephen McLaughlin
2008	J	`jnl`	Improved EMD Using Doubly-Iterative Sifting and High Order Spline Interpolation. EURASIP J. Adv. Signal Process. Yannis Kopsinis, Steve McLaughlin
2008	J	`jnl`	Investigation and Performance Enhancement of the Empirical Mode Decomposition Method Based on a Heuristic Search Optimization Approach. IEEE Trans. Signal Process. Yannis Kopsinis, Steve McLaughlin
2007	—	`conf`	Investigation of the Empirical Mode Decomposition Based on Genetic Algorithm Optimization Schemes. ICASSP (3) Yannis Kopsinis, Steve McLaughlin
2006	J	`jnl`	A Novel Efficient Cluster-Based MLSE Equalizer for Satellite Communication Channels with M-QAM Signaling. EURASIP J. Adv. Signal Process. Eleftherios Kofidis, Vassilis Dalakas, Yannis Kopsinis, Sergios Theodoridis
2006	J	`jnl`	An efficient low complexity cluster-based MLSE equalizer for frequency-selective fading channels. IEEE Trans. Wirel. Commun. Yannis Kopsinis, Sergios Theodoridis, Eleftherios Kofidis
2006	J	`jnl`	On the least-squares performance of a novel efficient center estimation method for clustering-based MLSE equalization. IEEE Trans. Signal Process. Eleftherios Kofidis, Yannis Kopsinis, Sergios Theodoridis
2004	—	`conf`	An efficient low complexity clustering-based MLSE equalizer for frequency-selective fading channels. EUSIPCO Yannis Kopsinis, Sergios Theodoridis, Eleftherios Kofidis
2004	—	`conf`	On the least squares performance of a novel efficient center estimation method for clustering-based MLSE equalization. EUSIPCO Eleftherios Kofidis, Yannis Kopsinis, Sergios Theodoridis
2003	J	`jnl`	A novel cluster based MLSE equalizer for M-PAM signaling schemes. Signal Process. Yannis Kopsinis, Sergios Theodoridis
2003	J	`jnl`	An efficient low-complexity technique for MLSE equalizers for linear and nonlinear channels. IEEE Trans. Signal Process. Yannis Kopsinis, Sergios Theodoridis
2003	—	`—`	Ανάπτυξη αποτελεσματικών τεχνικών ταξινόμησης για εξίσωση διαύλου Yannis Kopsinis
2002	—	`conf`	A novel cluster based MLSE equalizer for 2-PAM signaling scheme. EUSIPCO Yannis Kopsinis, Sergios Theodoridis
2002	—	`conf`	A novel low complexity cluster based MLSE equalizer for QPSK signaling scheme. DSP Yannis Kopsinis, S. Theodoridls
2000	—	`conf`	Co-channel interference rejection using clustering techniques and fuzzy inference. EUSIPCO Yannis Kopsinis, Sergios Theodoridis