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ORCIDSergios Theodoridis
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2020 – today
- 2024
[j97]Rui Zhou
, Wenqiang Pu, Licheng Zhao, Ming-Yi You, Qingjiang Shi, Sergios Theodoridis:
A Matrix-Factorization-Error-Ratio Approach to Cooperative Sensing in Non-Ideal Communication Environment. IEEE Trans. Signal Process. 72: 3851-3864 (2024)- [c123]Rui Zhou, Wenqiang Pu, Licheng Zhao, Ming-Yi You, Qingjiang Shi, Sergios Theodoridis:
Cooperative Sensing Via Matrix Factorization of the Partially Received Sample Covariance Matrix. ICASSP 2024: 8881-8885 - [c122]Zhidi Lin, Juan Maroñas, Ying Li, Feng Yin, Sergios Theodoridis:
Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models. ICASSP 2024: 12881-12885 - [c121]Sarthak Yadav, Sergios Theodoridis, Lars Kai Hansen, Zheng-Hua Tan:
Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners. ICLR 2024 - [i33]Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan:
Audio xLSTMs: Learning Self-supervised audio representations with xLSTMs. CoRR abs/2408.16568 (2024) - 2023
- [c120]Ying Li, Lei Cheng, Feng Yin, Michael Minyi Zhang, Sergios Theodoridis:
Overcoming Posterior Collapse in Variational Autoencoders Via EM-Type Training. ICASSP 2023: 1-5 - [c119]Manuel Morante, Jan Østergaard, Sergios Theodoridis:
Interpretable Nonnegative Incoherent Deep Dictionary Learning for FMRI Data Analysis. ICASSP 2023: 1-5 - [i32]Sarthak Yadav, Sergios Theodoridis, Lars Kai Hansen, Zheng-Hua Tan:
Masked Autoencoders with Multi-Window Attention Are Better Audio Learners. CoRR abs/2306.00561 (2023) - [i31]Zhidi Lin, Juan Maroñas, Ying Li, Feng Yin, Sergios Theodoridis:
Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models. CoRR abs/2309.01074 (2023) - 2022
- [j96]Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang:
Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling. IEEE Signal Process. Mag. 39(6): 18-52 (2022) - [j95]Lei Cheng, Zhongtao Chen, Qingjiang Shi, Yik-Chung Wu, Sergios Theodoridis:
Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior. IEEE Trans. Signal Process. 70: 1834-1849 (2022) - [c118]Charis Mesaritakis, George Sarantoglou, Sergios Theodoridis, Adonis Bogris:
Bayesian Training in Photonic Neural Meshes. COMPENG 2022: 1-5 - [c117]Payam Shahsavari Baboukani, Sergios Theodoridis, Jan Østergaard:
A Stimuli-Relevant Directed Dependency Index for Time Series. ICASSP 2022: 5812-5816 - [i30]George Sarantoglou, Adonis Bogris, Charis Mesaritakis, Sergios Theodoridis:
Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing. CoRR abs/2203.15806 (2022) - [i29]Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang:
Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling. CoRR abs/2205.14283 (2022) - 2021
- [j94]Manuel Morante, Yannis Kopsinis, Christos Chatzichristos, Athanassios Protopapas, Sergios Theodoridis:
Enhanced design matrix for task-related fMRI data analysis. NeuroImage 245: 118719 (2021) - [j93]Rama Chellappa, Sergios Theodoridis, André van Schaik:
Advances in Machine Learning and Deep Neural Networks. Proc. IEEE 109(5): 607-611 (2021) - [c116]Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis:
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning. AISTATS 2021: 3862-3870 - [c115]Konstantinos P. Panousis, Soritios Chatzis, Sergios Theodoridis:
Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition. ISVC (2) 2021: 67-80 - [c114]Sergis Nicolaou, Lambros Mavrides, Georgina Tryfou, Kyriakos Tolias, Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis:
Dialog Speech Sentiment Classification for Imbalanced Datasets. SPECOM 2021: 460-471 - [i28]Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis:
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning. CoRR abs/2101.01121 (2021) - [i27]Sergis Nicolaou, Lambros Mavrides, Georgina Tryfou, Kyriakos Tolias, Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis:
Dialog speech sentiment classification for imbalanced datasets. CoRR abs/2109.07228 (2021) - [i26]Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis:
Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness. CoRR abs/2112.02671 (2021) - 2020
- [j92]Manuel Morante, Yannis Kopsinis, Sergios Theodoridis, Athanassios Protopapas:
Information Assisted Dictionary Learning for fMRI Data Analysis. IEEE Access 8: 90052-90068 (2020) - [j91]Ioannis Tomkos, Dimitrios Klonidis, Evangelos Pikasis, Sergios Theodoridis:
Toward the 6G Network Era: Opportunities and Challenges. IT Prof. 22(1): 34-38 (2020) - [j90]Feng Yin, Lishuo Pan, Tianshi Chen, Sergios Theodoridis, Zhi-Quan Tom Luo, Abdelhak M. Zoubir:
Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series. IEEE Trans. Signal Process. 68: 5260-5275 (2020) - [c113]Yijue Dai, Tianjian Zhang, Zhidi Lin, Feng Yin, Sergios Theodoridis, Shuguang Cui:
An Interpretable and Sample Efficient Deep Kernel for Gaussian Process. UAI 2020: 759-768 - [i25]Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis:
Variational Conditional-Dependence Hidden Markov Models for Human Action Recognition. CoRR abs/2002.05809 (2020) - [i24]Feng Yin, Zhidi Lin, Yue Xu, Qinglei Kong, Deshi Li, Sergios Theodoridis, Shuguang Cui:
FedLoc: Federated Learning Framework for Cooperative Localization and Location Data Processing. CoRR abs/2003.03697 (2020) - [i23]Christos Chatzichristos, Eleftherios Kofidis, Lieven De Lathauwer, Sergios Theodoridis, Sabine Van Huffel:
Early soft and flexible fusion of EEG and fMRI via tensor decompositions. CoRR abs/2005.07134 (2020) - [i22]Lei Cheng, Zhongtao Chen, Qingjiang Shi, Yik-Chung Wu, Sergios Theodoridis:
Towards Probabilistic Tensor Canonical Polyadic Decomposition 2.0: Automatic Tensor Rank Learning Using Generalized Hyperbolic Prior. CoRR abs/2009.02472 (2020)
2010 – 2019
- 2019
- [c112]Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel:
Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach. GlobalSIP 2019: 1-5 - [c111]Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis:
Nonparametric Bayesian Deep Networks with Local Competition. ICML 2019: 4980-4988 - [c110]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 - [i21]Feng Yin, Lishuo Pan, Xinwei He, Tianshi Chen, Sergios Theodoridis, Zhi-Quan Tom Luo:
Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series. CoRR abs/1904.09559 (2019) - 2018
- [j89]Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis:
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. IEEE Trans. Signal Process. 66(7): 1920-1932 (2018) - [c109]Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis:
Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions. EUSIPCO 2018: 56-60 - [c108]Feng Yin, Xinwei He, Lishuo Pan, Tianshi Chen, Zhi-Quan Tom Luo, Sergios Theodoridis:
Sparse Structure Enabled Grid Spectral Mixture Kernel for Temporal Gaussian Process Regression. FUSION 2018: 47-54 - [c107]Dimitris Ampeliotis, Christos Mavrokefalidis, Kostas Berberidis, Sergios Theodoridis:
Distributed Set-Theoretic Parameter Estimation in Networks with Ambiguous Measurements. SPAWC 2018: 1-5 - [r2]Sergios Theodoridis, Konstantinos Koutroumbas:
Spectral Clustering. Encyclopedia of Database Systems (2nd ed.) 2018 - [i20]Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis:
Unsupervised learning of the brain connectivity dynamic using residual D-net. CoRR abs/1804.07672 (2018) - [i19]Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis:
Nonparametric Bayesian Deep Networks with Local Competition. CoRR abs/1805.07624 (2018) - 2017
- [j88]Jorge Plata-Chaves, Alexander Bertrand, Marc Moonen, Sergios Theodoridis, Abdelhak M. Zoubir:
Heterogeneous and Multitask Wireless Sensor Networks - Algorithms, Applications, and Challenges. IEEE J. Sel. Top. Signal Process. 11(3): 450-465 (2017) - [j87]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis:
Robust Nonlinear Regression: A Greedy Approach Employing Kernels With Application to Image Denoising. IEEE Trans. Signal Process. 65(16): 4309-4323 (2017) - [j86]Sergios Theodoridis:
A Message From the Outgoing Editor-in-Chief. IEEE Trans. Signal Process. 65(24): 6349 (2017) - [c106]Christos Chatzichristos, Eleftherios Kofidis, Sergios Theodoridis:
PARAFAC2 and its block term decomposition analog for blind fMRI source unmixing. EUSIPCO 2017: 2081-2085 - [c105]Christos Chatzichristos, Eleftherios Kofidis, Yiannis Kopsinis, Manuel Morante Moreno, Sergios Theodoridis:
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. LVA/ICA 2017: 3-15 - [c104]Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis:
Assisted dictionary learning for FMRI data analysis. ICASSP 2017: 806-810 - [i18]Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis:
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. CoRR abs/1703.08131 (2017) - 2016
- [c103]Dimitris Ampeliotis, Christos Mavrokefalidis, Kostas Berberidis, Sergios Theodoridis:
Adapt-Align-Combine for diffusion-based distributed dictionary learning. EUSIPCO 2016: 463-467 - [c102]Pantelis Bouboulis, Spyridon Pougkakiotis, Sergios Theodoridis:
Efficient KLMS and KRLS algorithms: A random fourier feature perspective. SSP 2016: 1-5 - [p2]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
Sparsity-aware distributed learning. Big Data over Networks 2016: 37-65 - [i17]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis:
Robust non-linear regression analysis: A greedy approach employing kernels and application to image denoising. CoRR abs/1601.00595 (2016) - [i16]Pantelis Bouboulis, Spyridon Pougkakiotis, Sergios Theodoridis:
Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective. CoRR abs/1606.03685 (2016) - [i15]Christos Chatzichristos, Eleftherios Kofidis, Giannis Kopsinis, Sergios Theodoridis:
Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. CoRR abs/1607.05073 (2016) - 2015
- [j85]Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis, Leoni Evaggelatou-Dalla:
Complex Support Vector Machines for Regression and Quaternary Classification. IEEE Trans. Neural Networks Learn. Syst. 26(6): 1260-1274 (2015) - [j84]Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis:
Greedy Sparsity-Promoting Algorithms for Distributed Learning. IEEE Trans. Signal Process. 63(6): 1419-1432 (2015) - [j83]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis:
Robust Linear Regression Analysis - A Greedy Approach. IEEE Trans. Signal Process. 63(15): 3872-3887 (2015) - [j82]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) - [c101]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Distributed robust subspace tracking. EUSIPCO 2015: 2531-2535 - [c100]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis:
Robust regression in RKHS - An overview. EUSIPCO 2015: 2874-2878 - [c99]Aggelos Pikrakis, Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Pattern classification formulated as a missing data task: The audio genre classification case. ICASSP 2015: 2026-2030 - [c98]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
An online algorithm for distributed dictionary learning. ICASSP 2015: 3292-3296 - [c97]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Iterative randomized robust linear regression. ICASSP 2015: 5436-5440 - [c96]Symeon Chouvardas, Michael Muma, Khadidja Hamaidi, Sergios Theodoridis, Abdelhak M. Zoubir:
Distributed robust labeling of audio sources in heterogeneous wireless sensor networks. ICASSP 2015: 5783-5787 - 2014
- [j81]Christos Mavrokefalidis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Preamble-based channel estimation in single-relay networks using FBMC/OQAM. EURASIP J. Adv. Signal Process. 2014: 66 (2014) - [j80]Yong Lian, Sergios Theodoridis, George Yuan, Shanthi Pavan:
Guest Editorial Special Section on the 2013 IEEE International Symposium on Circuits and Systems (ISCAS 2013). IEEE Trans. Circuits Syst. I Regul. Pap. 61-I(5): 1301-1303 (2014) - [c95]Pantelis Bouboulis, Georgios K. Papageorgiou, Sergios Theodoridis:
Robust image denoising in RKHS via orthogonal matching pursuit. CIP 2014: 1-6 - [c94]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Themelis:
Robust linear regression analysis - The greedy way. EUSIPCO 2014: 16-20 - [c93]Aggelos Pikrakis, Sergios Theodoridis:
Speech-music discrimination: A deep learning perspective. EUSIPCO 2014: 616-620 - [c92]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach. EUSIPCO 2014: 1846-1850 - [c91]Yannis Kopsinis, Harris V. Georgiou, Sergios Theodoridis:
FMRI unmixing via properly adjusted dictionary learning. EUSIPCO 2014: 2075-2079 - [c90]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
An Adaptive Projected Subgradient based algorithm for robust subspace tracking. ICASSP 2014: 5497-5501 - [c89]Georgios Chrysochoidis, Georgios Kouroupetroglou, Sergios Theodoridis:
Vibrato detection in Byzantine Chant Music. ISCCSP 2014: 636-639 - [c88]Christos Mavrokefalidis, Athanasios A. Rontogiannis, Eleftherios Kofidis, Antonios Beikos, Sergios Theodoridis:
Efficient adaptive equalization of doubly dispersive channels in MIMO-FBMC/OQAM systems. ISWCS 2014: 308-312 - [i14]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Themelis:
Robust Linear Regression Analysis - A Greedy Approach. CoRR abs/1409.4279 (2014) - [i13]Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis:
Greedy Sparsity-Promoting Algorithms for Distributed Learning. CoRR abs/1410.3682 (2014) - 2013
- [j79]Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada:
Introduction to the issue on adaptation and learning over complex networks. IEEE J. Sel. Top. Signal Process. 7(2): 161-162 (2013) - [j78]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
Trading off Complexity With Communication Costs in Distributed Adaptive Learning via Krylov Subspaces for Dimensionality Reduction. IEEE J. Sel. Top. Signal Process. 7(2): 257-273 (2013) - [j77]Eleftherios Kofidis, Dimitrios Katselis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Preamble-based channel estimation in OFDM/OQAM systems: A review. Signal Process. 93(7): 2038-2054 (2013) - [j76]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada:
Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise. IEEE Signal Process. Lett. 20(7): 729-732 (2013) - [j75]Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada:
Adaptation and Learning over Complex Networks [From the Guest Editors]. IEEE Signal Process. Mag. 30(3): 14-15 (2013) - [j74]Klaus-Robert Müller, Tülay Adali, Kenji Fukumizu, José C. Príncipe, Sergios Theodoridis:
Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors]. IEEE Signal Process. Mag. 30(4): 14-15 (2013) - [j73]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) - [c87]Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis, Symeon Chouvardas:
Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach. ALCOSP 2013: 748-756 - [c86]Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis:
Training-based and blind algorithms for sparsity-aware distributed learning. EUSIPCO 2013: 1-5 - [c85]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
New operators for fixed-point theory: The sparsity-aware learning case. EUSIPCO 2013: 1-5 - [c84]Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis:
A greedy sparsity-promoting LMS for distributed adaptive learning in diffusion networks. ICASSP 2013: 5415-5419 - [c83]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Stephen McLaughlin:
Thresholding-based online algorithms of complexity comparable to sparse LMS methods. ISCAS 2013: 513-516 - [c82]Christos Mavrokefalidis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Preamble Design for Channel Estimation in OFDM/OQAM Cooperative Systems. ISWCS 2013: 1-5 - [c81]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 - [c80]Pantelis Bouboulis, E. Theodoridou, Sergios Theodoridis:
Complex support vector machines for quaternary classification. MLSP 2013: 1-6 - [c79]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis:
Robust kernel-based regression using Orthogonal Matching Pursuit. MLSP 2013: 1-6 - [c78]Christos Mavrokefalidis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Optimal training design for channel estimation in OFDM/OQAM cooperative systems. SPAWC 2013: 230-234 - [i12]Eleftherios Kofidis, Dimitrios Katselis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Preamble-based Channel Estimation in OFDM/OQAM Systems: A Review. CoRR abs/1303.2136 (2013) - [i11]Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis:
Complex Support Vector Machines for Regression and Quaternary Classification. CoRR abs/1303.2184 (2013) - 2012
- [j72]Constantinos Rizogiannis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Adaptive BLAST-type decision-feedback equalizers for DS-CDMA systems. Signal Process. 92(4): 977-988 (2012) - [j71]Konstantinos Slavakis, Pantelis Bouboulis, Sergios Theodoridis:
Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case. IEEE Trans. Neural Networks Learn. Syst. 23(2): 260-276 (2012) - [j70]Pantelis Bouboulis, Konstantinos Slavakis, Sergios Theodoridis:
Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients. IEEE Trans. Neural Networks Learn. Syst. 23(3): 425-438 (2012) - [j69]Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis:
The Augmented Complex Kernel LMS. IEEE Trans. Signal Process. 60(9): 4962-4967 (2012) - [j68]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) - [c77]Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis:
Complex support vector regression. CIP 2012: 1-6 - [c76]Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks. EUSIPCO 2012: 1084-1088 - [c75]Dimitrios Katselis, Eleftherios Kofidis, Sergios Theodoridis:
On OFDM/OQAM receivers. EUSIPCO 2012: 2566-2570 - [c74]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin:
Generalized thresholding sparsity-aware algorithm for low complexity online learning. ICASSP 2012: 3277-3280 - [i10]Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis:
Sparsity-Aware Learning and Compressed Sensing: An Overview. CoRR abs/1211.5231 (2012) - 2011
- [j67]Stylianos D. Tzikopoulos, Michael E. Mavroforakis, Harris V. Georgiou, Nikos Dimitropoulos, Sergios Theodoridis:
A fully automated scheme for mammographic segmentation and classification based on breast density and asymmetry. Comput. Methods Programs Biomed. 102(1): 47-63 (2011) - [j66]Thanassis Perperis, Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Sofia Tsekeridou, Stavros J. Perantonis, Sergios Theodoridis:
Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies. Expert Syst. Appl. 38(11): 14102-14116 (2011) - [j65]Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis:
A hierarchical feature fusion framework for adaptive visual tracking. Image Vis. Comput. 29(9): 594-606 (2011) - [j64]Sergios Theodoridis, Konstantinos Slavakis, Isao Yamada:
Adaptive Learning in a World of Projections. IEEE Signal Process. Mag. 28(1): 97-123 (2011) - [j63]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) - [j62]Pantelis Bouboulis, Sergios Theodoridis:
Extension of Wirtinger's Calculus to Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS. IEEE Trans. Signal Process. 59(3): 964-978 (2011) - [j61]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
Adaptive Robust Distributed Learning in Diffusion Sensor Networks. IEEE Trans. Signal Process. 59(10): 4692-4707 (2011) - [c73]Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis:
Widely linear kernel-based adaptive filters. EUSIPCO 2011: 941-945 - [c72]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Robust adaptive sparse system identification by using weighted l1 balls and Moreau envelopes. EUSIPCO 2011: 1924-1928 - [c71]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
Trading off communications bandwidth with accuracy in adaptive diffusion networks. ICASSP 2011: 2048-2051 - [c70]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Revisiting adaptive least-squares estimation and application to online sparse signal recovery. ICASSP 2011: 4292-4295 - [c69]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin:
Reduced complexity online sparse signal reconstruction using projections onto weighted ℓ1 balls. DSP 2011: 1-8 - [i9]Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis:
The Augmented Complex Kernel LMS. CoRR abs/1110.1075 (2011) - [i8]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin:
Generalized Thresholding Sparsity-Aware Online Learning in a Union of Subspaces. CoRR abs/1112.0665 (2011) - [i7]Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
A Sparsity-Aware Adaptive Algorithm for Distributed Learning. CoRR abs/1112.5716 (2011) - 2010
- [j60]Constantinos Rizogiannis, Eleftherios Kofidis, Constantinos B. Papadias, Sergios Theodoridis:
Semi-blind maximum-likelihood joint channel/data estimation for correlated channels in multiuser MIMO networks. Signal Process. 90(4): 1209-1224 (2010) - [j59]Pantelis Bouboulis, Konstantinos Slavakis, Sergios Theodoridis:
Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization. IEEE Trans. Image Process. 19(6): 1465-1479 (2010) - [j58]Dimitrios Katselis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Preamble-based channel estimation for CP-OFDM and OFDM/OQAM systems: a comparative study. IEEE Trans. Signal Process. 58(5): 2911-2916 (2010) - [c68]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
A novel adaptive algorithm for diffusion networks using projections onto hyperslabs. CIP 2010: 393-398 - [c67]Pantelis Bouboulis, Sergios Theodoridis:
The Complex Gaussian Kernel LMS Algorithm. ICANN (2) 2010: 11-20 - [c66]Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis:
Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques. ICANN (1) 2010: 251-260 - [c65]Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Adaptive algorithm for sparse system identification using projections onto weighted l1 balls. ICASSP 2010: 3742-3745 - [c64]Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Slavakis:
Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces. ICPR 2010: 2660-2663 - [c63]Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis:
A Multimodal Approach to Violence Detection in Video Sharing Sites. ICPR 2010: 3244-3247 - [c62]Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis:
Audio-Visual Fusion for Detecting Violent Scenes in Videos. SETN 2010: 91-100 - [i6]Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis:
Online Sparse System Identification and Signal Reconstruction using Projections onto Weighted ℓ1 Balls. CoRR abs/1004.3040 (2010) - [i5]Pantelis Bouboulis, Sergios Theodoridis:
The Complex Gaussian Kernel LMS algorithm. CoRR abs/1005.0897 (2010) - [i4]Pantelis Bouboulis, Sergios Theodoridis:
Extension of Wirtinger Calculus in RKH Spaces and the Complex Kernel LMS. CoRR abs/1005.0902 (2010) - [i3]Pantelis Bouboulis, Sergios Theodoridis:
Extension of Wirtinger's Calculus in Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS. CoRR abs/1006.3033 (2010) - [i2]Pantelis Bouboulis, Sergios Theodoridis:
Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces. CoRR abs/1011.5962 (2010)
2000 – 2009
- 2009
- [j57]Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada:
Adaptive constrained learning in reproducing Kernel Hilbert spaces: the robust beamforming case. IEEE Trans. Signal Process. 57(12): 4744-4764 (2009) - [c61]Aggelos Pikrakis, Sergios Theodoridis:
Adaptive structural analysis of music recordings. EUSIPCO 2009: 919-923 - [c60]Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis:
A fully automated scheme for breast density estimation and asymmetry detection of mammograms. EUSIPCO 2009: 1869-1873 - [c59]Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis:
A dimensional approach to emotion recognition of speech from movies. ICASSP 2009: 65-68 - [c58]Konstantinos Slavakis, Sergios Theodoridis:
Affinely constrained online learning and its application to beamforming. ICASSP 2009: 1573-1576 - [c57]Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Nikos Dimitropoulos, Sergios Theodoridis:
A fully automated complete segmentation scheme for mammograms. DPS 2009: 1-6 - [r1]Sergios Theodoridis, Konstantinos Koutroumbas:
Spectral Clustering. Encyclopedia of Database Systems 2009: 2748-2752 - [i1]Dimitrios Katselis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Preamble-Based Channel Estimation for CP-OFDM and OFDM/OQAM Systems: A Comparative Study. CoRR abs/0910.3928 (2009) - 2008
- [j56]Theodoros Evgeniou, Aníbal R. Figueiras-Vidal, Sergios Theodoridis:
Emerging Machine Learning Techniques in Signal Processing. EURASIP J. Adv. Signal Process. 2008 (2008) - [j55]Konstantinos Slavakis, Sergios Theodoridis:
Sliding Window Generalized Kernel Affine Projection Algorithm Using Projection Mappings. EURASIP J. Adv. Signal Process. 2008 (2008) - [j54]Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis:
A Speech/Music Discriminator of Radio Recordings Based on Dynamic Programming and Bayesian Networks. IEEE Trans. Multim. 10(5): 846-857 (2008) - [j53]Sergios Theodoridis, Konstantinos Koutroumbas:
Pattern Recognition. IEEE Trans. Neural Networks 19(2): 376 (2008) - [j52]Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada:
Online Kernel-Based Classification Using Adaptive Projection Algorithms. IEEE Trans. Signal Process. 56(7-1): 2781-2796 (2008) - [j51]Dimitrios Katselis, Eleftherios Kofidis, Sergios Theodoridis:
On Training Optimization for Estimation of Correlated MIMO Channels in the Presence of Multiuser Interference. IEEE Trans. Signal Process. 56(10-1): 4892-4904 (2008) - [c56]Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada:
Robust adaptive nonlinear beamforming by kernels and projection mappings. EUSIPCO 2008: 1-5 - [c55]Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis:
Gunshot detection in audio streams from movies by means of dynamic programming and Bayesian networks. ICASSP 2008: 21-24 - [c54]Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis:
A novel efficient approach for audio segmentation. ICPR 2008: 1-4 - [c53]Konstantinos Slavakis, Sergios Theodoridis:
Sliding window online Kernel-based classification by projection mappings. ISCAS 2008: 49-52 - [c52]Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis:
Music tracking in audio streams from movies. MMSP 2008: 950-955 - 2007
- [j50]Harris V. Georgiou, Michael E. Mavroforakis, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis:
Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes. Artif. Intell. Medicine 41(1): 39-55 (2007) - [j49]Thomas Konidaris, Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Theodoridis, Stavros J. Perantonis:
Keyword-guided word spotting in historical printed documents using synthetic data and user feedback. Int. J. Document Anal. Recognit. 9(2-4): 167-177 (2007) - [j48]Dimitrios Katselis, Eleftherios Kofidis, Sergios Theodoridis:
Training-based estimation of correlated MIMO fading channels in the presence of colored interference. Signal Process. 87(9): 2177-2187 (2007) - [j47]Sergios Theodoridis, Michael E. Mavroforakis:
Reduced Convex Hulls: A Geometric Approach to Support Vector Machines [Lecture Notes]. IEEE Signal Process. Mag. 24(3): 119-122 (2007) - [j46]Michael E. Mavroforakis, Margaritis Sdralis, Sergios Theodoridis:
A Geometric Nearest Point Algorithm for the Efficient Solution of the SVM Classification Task. IEEE Trans. Neural Networks 18(5): 1545-1549 (2007) - [c51]Helene Schulerud, Jens T. Thielemann, Trine Kirkhus, Kristin Kaspersen, Joar M. Østby, Marinos G. Metaxas, Gary J. Royle, Jennifer Griffiths, Emily Cook, Colin Esbrand, Silvia Pani, Cristian Venanzi, Paul F. van der Stelt, Gang Li, Renato Turchetta, Andrea Fant, Sergios Theodoridis, Harris V. Georgiou, Geoff Hall, Matthew Noy, John Jones, James Leaver, Frixos Triantis, Asimakis Asimidis, Nikos Manthos, Renata Longo, Anna Bergamaschi, Robert D. Speller:
Adaptive Image Content-Based Exposure Control for Scanning Applications in Radiography. ACIVS 2007: 543-552 - [c50]Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis:
A dynamic programming approach to speech/music discrimination of radio recordings. EUSIPCO 2007: 1226-1230 - [c49]Florendia Fourli-Kartsouni, Konstantinos Slavakis, Georgios Kouroupetroglou, Sergios Theodoridis:
A Bayesian Network Approach to Semantic Labelling of Text Formatting in XML Corpora of Documents. HCI (7) 2007: 299-308 - [c48]Iasonas Antonopoulos, Aggelos Pikrakis, Sergios Theodoridis:
Locating Rhythmic Patterns in Music Recordings using Hidden Markov Models. ICASSP (1) 2007: 221-224 - [c47]Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada:
Online Kernel-Based Classification by Projections. ICASSP (2) 2007: 425-428 - [c46]Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis:
Hierarchical Feature Fusion for Visual Tracking. ICIP (6) 2007: 289-292 - [c45]Dimitrios Katselis, Eleftherios Kofidis, Sergios Theodoridis:
Training-Based Estimation of Correlated MIMO Fading Channels in the Presence of Colored Interference. ISCAS 2007: 1337-1340 - [c44]Iasonas Antonopoulos, Aggelos Pikrakis, Sergios Theodoridis, Olmo Cornelis, Dirk Moelants, Marc Leman:
Music Retrieval by Rhythmic Similarity Applied on Greek and African Traditional Music. ISMIR 2007: 297-300 - [c43]Aggelos Pikrakis, Sergios Theodoridis:
An Application of Empirical Mode Decomposition on Tempo Induction from Music Recordings. ISMIR 2007: 301-304 - [c42]Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis:
A Multi-Class Audio Classification Method With Respect To Violent Content In Movies Using Bayesian Networks. MMSP 2007: 90-93 - 2006
- [j45]Michael E. Mavroforakis, Harris V. Georgiou, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis:
Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers. Artif. Intell. Medicine 37(2): 145-162 (2006) - [j44]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) - [j43]Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos:
Classification of musical patterns using variable duration hidden Markov models. IEEE Trans. Speech Audio Process. 14(5): 1795-1807 (2006) - [j42]Michael E. Mavroforakis, Sergios Theodoridis:
A geometric approach to Support Vector Machine (SVM) classification. IEEE Trans. Neural Networks 17(3): 671-682 (2006) - [j41]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): 1459-1471 (2006) - [j40]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) - [c41]Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis:
Speech/music discrimination for radio broadcasts using a hybrid HMM-Bayesian Network architecture. EUSIPCO 2006: 1-5 - [c40]Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis:
A Game-Theoretic Approach to Weighted Majority Voting for Combining SVM Classifiers. ICANN (1) 2006: 284-292 - [c39]Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis:
A Speech/Music Discriminator for Radio Recordings Using Bayesian Networks. ICASSP (5) 2006: 809-812 - [c38]Michael E. Mavroforakis, Margaritis Sdralis, Sergios Theodoridis:
A novel SVM Geometric Algorithm based on Reduced Convex Hulls. ICPR (2) 2006: 564-568 - [c37]Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis:
A computationally efficient speech/music discriminator for radio recordings. ISMIR 2006: 107-110 - [c36]Theodoros Giannakopoulos, Dimitrios I. Kosmopoulos, Andreas Aristidou, Sergios Theodoridis:
Violence Content Classification Using Audio Features. SETN 2006: 502-507 - 2005
- [c35]Michael E. Mavroforakis, Sergios Theodoridis:
Support Vector Machine (SVM) classification through geometry. EUSIPCO 2005: 1-4 - [c34]Aggelos Pikrakis, Sergios Theodoridis:
Melody spotting in raw audio recordings using Variable Duration Hidden Markov Models. EUSIPCO 2005: 1-4 - [c33]Aggelos Pikrakis, Sergios Theodoridis:
A Novel HMM Approach to Melody Spotting in Raw Audio Recordings. ISMIR 2005: 652-657 - 2004
- [c32]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 - [c31]Yannis Kopsinis, Sergios Theodoridis, Eleftherios Kofidis:
An efficient low complexity clustering-based MLSE equalizer for frequency-selective fading channels. EUSIPCO 2004: 849-852 - [c30]Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos:
Classification of musical patterns using variable duration Hidden Markov models. EUSIPCO 2004: 1281-1284 - [c29]Aggelos Pikrakis, Iasonas Antonopoulos, Sergios Theodoridis:
Music meter and tempo tracking from raw polyphonic audio. ISMIR 2004 - 2003
- [j39]An-Yeu Wu, Ut-Va Koc, Keshab K. Parhi, Sergios Theodoridis:
Editorial. EURASIP J. Adv. Signal Process. 2003(13): 1265-1267 (2003) - [j38]Yannis Kopsinis, Sergios Theodoridis:
A novel cluster based MLSE equalizer for M-PAM signaling schemes. Signal Process. 83(9): 1905-1918 (2003) - [j37]Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos:
Recognition of isolated musical patterns using context dependent dynamic time warping. IEEE Trans. Speech Audio Process. 11(3): 175-183 (2003) - [j36]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
- [j35]Velissarios G. Gezerlis, Sergios Theodoridis:
Optical character recognition of the Orthodox Hellenic Byzantine Music notation. Pattern Recognit. 35(4): 895-914 (2002) - [c28]Yannis Kopsinis, Sergios Theodoridis:
A novel cluster based MLSE equalizer for 2-PAM signaling scheme. EUSIPCO 2002: 1-4 - [c27]Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos:
Recognition of isolated musical patterns using Context Dependent Dynamic Time Warping. EUSIPCO 2002: 1-4 - [c26]Michael E. Mavroforakis, Harris V. Georgiou, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis:
Mammographic mass classification using textural features and descriptive diagnostic data. DSP 2002: 461-464 - [c25]Harris V. Georgiou, Michael E. Mavroforakis, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis:
Multi-resolution morphological analysis and classification of mammographic masses using shape, spectral and wavelet features. DSP 2002: 465-468 - [c24]Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos:
Recognition of Isolated Musical Patterns Using Hidden Markov Models. ICMAI 2002: 133-143 - [p1]Sergios Theodoridis:
Pattern Recognition. Encyclopedia of Information Systems 2002: 459-479 - 2001
- [c23]Sergios Theodoridis, Konstantinos Koutroumbas:
Pattern Recognition and Neural Networks. Machine Learning and Its Applications 2001: 169-195 - 2000
- [j34]Kristina Georgoulakis, Sergios Theodoridis:
Blind and semi-blind equalization using hidden Markov models and clustering techniques. Signal Process. 80(9): 1795-1805 (2000) - [c22]Velissarios G. Gezerlis, Sergios Theodoridis:
A post-classification scheme for an OCR system for the notation of the Orthodox Hellenic Byzantine Music. EUSIPCO 2000: 1-4 - [c21]Yannis Kopsinis, Sergios Theodoridis:
Co-channel interference rejection using clustering techniques and fuzzy inference. EUSIPCO 2000: 1-4 - [c20]Velissarios G. Gezerlis, Sergios Theodoridis:
An Optical Music Recognition System for the Notation of the Orthodox Hellenic Byzantine Music. ICPR 2000: 4837-4840
1990 – 1999
- 1999
- [b1]Sergios Theodoridis, Konstantinos Koutroumbas:
Pattern recognition. Academic Press 1999, ISBN 978-0-12-686140-2, pp. I-XIV, 1-625 - [j33]Eleftherios Kofidis, Nicholas Kolokotronis, Aliki Vassilarakou, Sergios Theodoridis, Dionisis A. Cavouras:
Wavelet-based medical image compression. Future Gener. Comput. Syst. 15(2): 223-243 (1999) - [j32]George-Othon Glentis, Kostas Berberidis, Sergios Theodoridis:
Efficient least squares adaptive algorithms for FIR transversal filtering. IEEE Signal Process. Mag. 16(4): 13-41 (1999) - [j31]Kostas Berberidis, Sergios Theodoridis:
A new fast block adaptive algorithm. IEEE Trans. Signal Process. 47(1): 75-87 (1999) - [j30]Kristina Georgoulakis, Sergios Theodoridis:
Channel equalization for coded signals in hostile environments. IEEE Trans. Signal Process. 47(6): 1783-1787 (1999) - 1998
- [j29]Eleftherios Kofidis, Sergios Theodoridis, Nicholas Kalouptsidis:
Mirror-image symmetric perfect-reconstruction FIR filter banks: Parametrization and design. Signal Process. 68(1): 1-21 (1998) - [j28]Kostas Berberidis, Athanasios A. Rontogiannis, Sergios Theodoridis:
Efficient block implementation of the decision feedback equalizer. IEEE Signal Process. Lett. 5(6): 129-131 (1998) - [j27]Athanasios A. Rontogiannis, Sergios Theodoridis:
New fast QR decomposition least squares adaptive algorithms. IEEE Trans. Signal Process. 46(8): 2113-2121 (1998) - [j26]Athanasios A. Rontogiannis, Sergios Theodoridis:
Multichannel fast QRD-LS adaptive filtering: new technique and algorithms. IEEE Trans. Signal Process. 46(11): 2862-2876 (1998) - [c19]Kristina Georgoulakis, Sergios Theodoridis:
Blind equalization of nonlinear channels using Hidden Markov Models. EUSIPCO 1998: 1-4 - [c18]Kristina Georgoulakis, Sergios Theodoridis:
Channel equalization for coded signals in hostile environments. EUSIPCO 1998: 1-4 - [c17]Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos:
Recognition of isolated musical patterns using discrete observation Hidden Markov models. EUSIPCO 1998: 1-3 - 1997
- [j25]Kristina Georgoulakis, Sergios Theodoridis:
Efficient clustering techniques for channel equalization in hostile environments. Signal Process. 58(2): 153-164 (1997) - [c16]Annamária R. Várkonyi-Kóczy, Sergios Theodoridis:
Fast sliding transforms in transform-domain adaptive filtering. ICASSP 1997: 2009-2012 - [c15]Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos:
Recognition of Isolated Musical Patterns in the context of Greek Traditional Music using Dynamic Time Warping Techniques. ICMC 1997 - 1996
- [j24]Athanasios A. Rontogiannis, Sergios Theodoridis:
On inverse factorization adaptive least-squares algorithms. Signal Process. 52(1): 35-47 (1996) - [j23]Eleftherios Kofidis, Sergios Theodoridis, Constantine Kotropoulos, Ioannis Pitas:
Nonlinear adaptive filters for speckle suppression in ultrasonic images. Signal Process. 52(3): 357-372 (1996) - [j22]Eleftherios Kofidis, Sergios Theodoridis, Nicholas Kalouptsidis:
On the perfect reconstruction problem in N-band multirate maximally decimated FIR filter banks. IEEE Trans. Signal Process. 44(10): 2439-2455 (1996) - [c14]Eleftherios Kofidis, Sergios Theodoridis, Nicholas Kalouptsidis:
On perfect-reconstruction FIR filter banks. EUSIPCO 1996: 1-4 - [c13]Athanasios A. Rontogiannis, Sergios Theodoridis:
A highly parallel multichannel fast qrd-ls adaptive algorithm. EUSIPCO 1996: 1-4 - [c12]Sergios Theodoridis, Kristina Georgoulakis:
Efficient clustering techniques for supervised and blind channel equalization in hostile environments. EUSIPCO 1996: 1-4 - [c11]Eleftherios Kofidis, Sergios Theodoridis, Nicholas Kalouptsidis:
Perfect-reconstruction FIR filter banks with mirror-image symmetry. ICECS 1996: 460-463 - [c10]Athanasios A. Rontogiannis, Sergios Theodoridis:
An adaptive LS algorithm based on orthogonal Householder transformations. ICECS 1996: 860-863 - [c9]Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos:
Recognition of isolated musical patterns in the context of Greek traditional music. ICECS 1996: 1223-1226 - 1995
- [j21]Sergios Theodoridis, George V. Moustakides, Kostas Berberidis:
A fast Newton multichannel algorithm for decision feedback equalization. IEEE Trans. Signal Process. 43(1): 327-331 (1995) - [c8]Kostas Berberidis, Sergios Theodoridis:
An efficient block Newton-type algorithm. ICASSP 1995: 1133-1136 - [c7]Athanasios A. Rontogiannis, Sergios Theodoridis:
New fast inverse QR least squares adaptive algorithms. ICASSP 1995: 1412-1415 - 1994
- [j20]A. Liavas, Sergios Theodoridis:
Efficient Levinson- and Schur-type algorithms for block near-to-Toeplitz systems of equations. Signal Process. 35(3): 241-255 (1994) - [j19]Spiridon Nikolaidis, Sergios Theodoridis, Constantinos E. Goutis:
Array processor for block adaptive LS FIR filtering. Signal Process. 39(1-2): 215-222 (1994) - [j18]C. P. Callender, Sergios Theodoridis, C. F. N. Cowan:
Adaptive non-linear equalisation of digital communications channels. Signal Process. 40(2-3): 325-333 (1994) - [j17]Thieny Petillon, André Gilloire, Sergios Theodoridis:
The fast Newton transversal filter: an efficient scheme for acoustic echo cancellation in mobile radio. IEEE Trans. Signal Process. 42(3): 509-518 (1994) - [e1]Constantine Halatsis, Dimitris G. Maritsas, George Philokyprou, Sergios Theodoridis:
PARLE '94: Parallel Architectures and Languages Europe, 6th International PARLE Conference, Athens, Greece, July 4-8, 1994, Proceedings. Lecture Notes in Computer Science 817, Springer 1994, ISBN 3-540-58184-7 [contents] - 1993
- [j16]Kostas Berberidis, Sergios Theodoridis:
Efficient Symmetric Algorithms for the Modified Covariance Method for Autoregressive Spectral Analysis. IEEE Trans. Signal Process. 41(1): 43-54 (1993) - 1992
- [c6]Thieny Petillon, André Gilloire, Sergios Theodoridis:
Complexity reduction in fast RLS transversal adaptive filters with application to acoustic echo cancellation. ICASSP 1992: 37-40 - 1991
- [j15]Spiros Nikolaidis, Odysseas G. Koufopavlou, Sergios Theodoridis, Constantinos E. Goutis:
Array processor for LS FIR system identification. Microprocessing and Microprogramming 32(1-5): 557-563 (1991) - [j14]Sergios Theodoridis, A. Liavas:
Highly concurrent algorithm for the solution of ϱ-Toeplitz system of equations. Signal Process. 24(2): 165-176 (1991) - [j13]Angelos P. Varvitsiotis, Sergios Theodoridis:
A pipelined structure for QR adaptive LS system identification. IEEE Trans. Signal Process. 39(8): 1920-1923 (1991) - [j12]George V. Moustakides, Sergios Theodoridis:
Fast Newton transversal filters-a new class of adaptive estimation algorithms. IEEE Trans. Signal Process. 39(10): 2184-2193 (1991) - [c5]Angelos P. Varvitsiotis, Sergios Theodoridis, Rami G. Melhem:
Mapping FIR filtering on systolic rings. ASAP 1991: 87-101 - [c4]A. Liavas, Sergios Theodoridis:
Efficient Levinson type algorithm for block ρ-Toeplitz systems. ICASSP 1991: 2265-2267 - 1990
- [j11]Sergios Theodoridis:
Pipeline architecture for block adaptive LS FIR filtering and prediction. IEEE Trans. Acoust. Speech Signal Process. 38(1): 81-90 (1990) - [j10]Sergios Theodoridis, Nicholas Kalouptsidis, Dimitri Bakirtzis:
Pipelined algorithm for LS FIR filters with symmetric impulse response. IEEE Trans. Acoust. Speech Signal Process. 38(2): 260-270 (1990) - [j9]Kostas Berberidis, Sergios Theodoridis:
A normalized lattice algorithm for AR spectral analysis and system identification filters with symmetric impulse response. IEEE Trans. Acoust. Speech Signal Process. 38(3): 397-405 (1990) - [j8]Kostas Berberidis, Sergios Theodoridis:
New Levinson, Schur, and lattice type algorithms for linear phase filtering. IEEE Trans. Acoust. Speech Signal Process. 38(11): 1879-1892 (1990)
1980 – 1989
- 1989
- [j7]Sergios Theodoridis, Nicholas Kalouptsidis, John G. Proakis, George D. Koyas:
Interference rejection in PN spread-spectrum systems with LS linear phase FIR filters. IEEE Trans. Commun. 37(9): 991-994 (1989) - [j6]Nicholas Kalouptsidis, Sergios Theodoridis:
Concurrent algorithms for a class of 1-D and 2-D Wiener FIR filters with symmetrical impulse response. IEEE Trans. Acoust. Speech Signal Process. 37(11): 1780-1782 (1989) - [c3]Angelos P. Varvitsiotis, Sergios Theodoridis, George V. Moustakides:
A novel structure for adaptive LS FIR filtering based on QR decomposition. ICASSP 1989: 904-907 - 1988
- [j5]Nicholas Kalouptsidis, Sergios Theodoridis:
Efficient structurally symmetric algorithms for least squares FIR filters with linear phase. IEEE Trans. Acoust. Speech Signal Process. 36(9): 1454-1465 (1988) - [c2]Sergios Theodoridis, Nicholas Kalouptsidis, Dimitri Bakirtzis:
Highly parallel algorithms for LS FIR smoothing and MEM spectral analysis. ICASSP 1988: 1838-1841 - 1987
- [j4]Sergios Theodoridis, Nicholas Kalouptsidis:
Parallel algorithm for MSE estimation of 2-D noncasual image models. Microprocess. Microprogramming 21(1-5): 137-140 (1987) - [j3]Nicholas Kalouptsidis, Sergios Theodoridis:
Fast adaptive least squares algorithms for power spectral estimation. IEEE Trans. Acoust. Speech Signal Process. 35(5): 661-670 (1987) - [j2]Sergios Theodoridis, Nicholas Kalouptsidis:
A fast algorithm for block LS design of FIR filters with linear phase and optimum lag. IEEE Trans. Acoust. Speech Signal Process. 35(7): 1079-1082 (1987) - [j1]Nicholas Kalouptsidis, Sergios Theodoridis:
Parallel implementation of efficient LS algorithms for filtering and prediction. IEEE Trans. Acoust. Speech Signal Process. 35(11): 1565-1569 (1987) - [c1]Sergios Theodoridis, Nicholas Kalouptsidis, John G. Proakis:
LS FIR Smoothers and application to interference rejection in PN spread spectrum systems. ICASSP 1987: 2137-2140
Coauthor Index
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last updated on 2024-10-07 21:19 CEST by the dblp team
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