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Yannis Kopsinis
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- affiliation: University of Athens, Greece
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2020 – today
- 2024
- [c31]Christos Petrou
, Eleanna Kouletou
Road Tunnels Defects Detection and Classification using Deep Learning. ICARA 2024: 511-515 - 2022
- [j18]Aristotelis Koutris
Deep Learning-Based Indoor Localization Using Multi-View BLE Signal. Sensors 22(7): 2759 (2022) - 2021
- [j17]Manuel Morante
Enhanced design matrix for task-related fMRI data analysis. NeuroImage 245: 118719 (2021) - 2020
- [j16]Manuel Morante
Information Assisted Dictionary Learning for fMRI Data Analysis. IEEE Access 8: 90052-90068 (2020) - [i7]Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis, Yannis Kopsinis:
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks. CoRR abs/2001.11802 (2020)
2010 – 2019
- 2019
- [c30]Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis:
Unsupervised Pre-training of the Brain Connectivity Dynamic Using Residual D-Net. ICONIP (3) 2019: 608-620 - 2018
- [i6]Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis:
Unsupervised learning of the brain connectivity dynamic using residual D-net. CoRR abs/1804.07672 (2018) - 2017
- [c29]Christos Chatzichristos
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. LVA/ICA 2017: 3-15 - [c28]Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos
Assisted dictionary learning for FMRI data analysis. ICASSP 2017: 806-810 - 2016
- [c27]Aggelos Pikrakis
Unsupervised singing voice detection using dictionary learning. EUSIPCO 2016: 1212-1216 - [p1]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
Sparsity-aware distributed learning. Big Data over Networks 2016: 37-65 - [i5]Christos Chatzichristos, Eleftherios Kofidis, Giannis Kopsinis, Sergios Theodoridis:
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. CoRR abs/1607.05073 (2016) - 2015
- [j15]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach. IEEE Trans. Signal Process. 63(19): 5060-5070 (2015) - [c26]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Distributed robust subspace tracking. EUSIPCO 2015: 2531-2535 - [c25]Aggelos Pikrakis
Pattern classification formulated as a missing data task: The audio genre classification case. ICASSP 2015: 2026-2030 - [c24]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
An online algorithm for distributed dictionary learning. ICASSP 2015: 3292-3296 - [c23]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Iterative randomized robust linear regression. ICASSP 2015: 5436-5440 - 2014
- [c22]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach. EUSIPCO 2014: 1846-1850 - [c21]Yannis Kopsinis, Harris V. Georgiou, Sergios Theodoridis:
FMRI unmixing via properly adjusted dictionary learning. EUSIPCO 2014: 2075-2079 - [c20]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
An Adaptive Projected Subgradient based algorithm for robust subspace tracking. ICASSP 2014: 5497-5501 - 2013
- [j14]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): 3760-3773 (2013) - [c19]Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis, Symeon Chouvardas:
Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach. ALCOSP 2013: 748-756 - [c18]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
New operators for fixed-point theory: The sparsity-aware learning case. EUSIPCO 2013: 1-5 - [c17]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Stephen McLaughlin
Thresholding-based online algorithms of complexity comparable to sparse LMS methods. ISCAS 2013: 513-516 - [c16]George-Othon Glentis
Electronic dispersion compensation of fiber links using sparsity induced volterra equalizers. ISSPIT 2013: 255-260 - [c15]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis, Georgios B. Giannakis, Vassilis Kekatos:
Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification. ISWCS 2013: 1-5 - 2012
- [j13]Elias Aboutanios
Instantaneous frequency based spectral analysis of nuclear magnetic resonance spectroscopy data. Comput. Electr. Eng. 38(1): 52-67 (2012) - [j12]Elias Aboutanios
Biologically Inspired Signal Processing: Analyses, Algorithms and Applications. EURASIP J. Adv. Signal Process. 2012: 28 (2012) - [j11]Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
A Sparsity Promoting Adaptive Algorithm for Distributed Learning. IEEE Trans. Signal Process. 60(10): 5412-5425 (2012) - [c14]Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks. EUSIPCO 2012: 1084-1088 - [c13]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Generalized thresholding sparsity-aware algorithm for low complexity online learning. ICASSP 2012: 3277-3280 - [i4]Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis:
Sparsity-Aware Learning and Compressed Sensing: An Overview. CoRR abs/1211.5231 (2012) - 2011
- [j10]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis:
Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted ell1 Balls. IEEE Trans. Signal Process. 59(3): 936-952 (2011) - [c12]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Robust adaptive sparse system identification by using weighted l1 balls and Moreau envelopes. EUSIPCO 2011: 1924-1928 - [c11]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Revisiting adaptive least-squares estimation and application to online sparse signal recovery. ICASSP 2011: 4292-4295 - [c10]Elias Aboutanios
An instantaneous frequency based algorithm for the processing of NMR data. DSP 2011: 1-7 - [c9]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Reduced complexity online sparse signal reconstruction using projections onto weighted ℓ1 balls. DSP 2011: 1-8 - [i3]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Generalized Thresholding Sparsity-Aware Online Learning in a Union of Subspaces. CoRR abs/1112.0665 (2011) - [i2]Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
A Sparsity-Aware Adaptive Algorithm for Distributed Learning. CoRR abs/1112.5716 (2011) - 2010
- [c8]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Adaptive algorithm for sparse system identification using projections onto weighted l1 balls. ICASSP 2010: 3742-3745 - [i1]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis:
Online Sparse System Identification and Signal Reconstruction using Projections onto Weighted ℓ1 Balls. CoRR abs/1004.3040 (2010)
2000 – 2009
- 2009
- [j9]Michail Matthaiou
Ergodic capacity upper bound for dual MIMO Ricean systems: simplified derivation and asymptotic tightness. IEEE Trans. Commun. 57(12): 3589-3596 (2009) - [j8]Yannis Kopsinis, Steve McLaughlin
Development of EMD-Based Denoising Methods Inspired by Wavelet Thresholding. IEEE Trans. Signal Process. 57(4): 1351-1362 (2009) - 2008
- [j7]Yannis Kopsinis, Steve McLaughlin
Improved EMD Using Doubly-Iterative Sifting and High Order Spline Interpolation. EURASIP J. Adv. Signal Process. 2008 (2008) - [j6]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): 1-13 (2008) - [c7]Yannis Kopsinis, Stephen McLaughlin:
Empirical mode decomposition based soft-thresholding. EUSIPCO 2008: 1-5 - 2007
- [c6]Yannis Kopsinis, Steve McLaughlin
Investigation of the Empirical Mode Decomposition Based on Genetic Algorithm Optimization Schemes. ICASSP (3) 2007: 1397-1400 - 2006
- [j5]Eleftherios Kofidis
A Novel Efficient Cluster-Based MLSE Equalizer for Satellite Communication Channels with M-QAM Signaling. EURASIP J. Adv. Signal Process. 2006 (2006) - [j4]Eleftherios Kofidis
On the least-squares performance of a novel efficient center estimation method for clustering-based MLSE equalization. IEEE Trans. Signal Process. 54(4): 1459-1471 (2006) - [j3]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): 705-711 (2006) - 2004
- [c5]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: 469-472 - [c4]Yannis Kopsinis, Sergios Theodoridis, Eleftherios Kofidis:
An efficient low complexity clustering-based MLSE equalizer for frequency-selective fading channels. EUSIPCO 2004: 849-852 - 2003
- [b1]Yannis Kopsinis:
Ανάπτυξη αποτελεσματικών τεχνικών ταξινόμησης για εξίσωση διαύλου. National and Kapodistrian University of Athens, Greece, 2003 - [j2]Yannis Kopsinis, Sergios Theodoridis:
A novel cluster based MLSE equalizer for M-PAM signaling schemes. Signal Process. 83(9): 1905-1918 (2003) - [j1]Yannis Kopsinis, Sergios Theodoridis:
An efficient low-complexity technique for MLSE equalizers for linear and nonlinear channels. IEEE Trans. Signal Process. 51(12): 3236-3248 (2003) - 2002
- [c3]Yannis Kopsinis, Sergios Theodoridis:
A novel cluster based MLSE equalizer for 2-PAM signaling scheme. EUSIPCO 2002: 1-4 - [c2]Yannis Kopsinis, S. Theodoridls:
A novel low complexity cluster based MLSE equalizer for QPSK signaling scheme. DSP 2002: 45-48 - 2000
- [c1]Yannis Kopsinis, Sergios Theodoridis:
Co-channel interference rejection using clustering techniques and fuzzy inference. EUSIPCO 2000: 1-4
Coauthor Index
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