Sergios Theodoridis

268 papers A* 2A 3B 5C 6Misc 27Journal 137Unranked 82

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs. CoRR Richard Cornelius Suwandi, Feng Yin, Juntao Wang, Renjie Li, Tsung-Hui Chang, Sergios Theodoridis
2025	J	`jnl`	An overview of neural architectures for self-supervised audio representation learning from masked spectrograms. CoRR Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan
2025	—	`conf`	AudioMAE++: Learning Better Masked Audio Representations with Swiglu FFNS. MLSP Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan
2025	J	`jnl`	AudioMAE++: learning better masked audio representations with SwiGLU FFNs. CoRR Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan
2025	A	`conf`	AxLSTMs: learning self-supervised audio representations with xLSTMs. INTERSPEECH Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan
2025	J	`jnl`	FieldFormer: Self-Supervised Reconstruction of Physical Fields via Tensor Attention Prior. IEEE Trans. Signal Process. Panqi Chen, Siyuan Li, Lei Cheng, Xiao Fu, Yik-Chung Wu, Sergios Theodoridis
2025	J	`jnl`	Sparsity-Aware Distributed Learning for Gaussian Processes With Linear Multiple Kernel. IEEE Trans. Neural Networks Learn. Syst. Richard Cornelius Suwandi, Zhidi Lin, Feng Yin, Zhiguo Wang, Sergios Theodoridis
2025	J	`jnl`	When Bayesian Tensor Completion Meets Multioutput Gaussian Processes: Functional Universality and Rank Learning. CoRR Siyuan Li, Shikai Fang, Lei Cheng, Feng Yin, Yik-Chung Wu, Peter Gerstoft, Sergios Theodoridis
2025	J	`jnl`	When Bayesian Tensor Completion Meets Multioutput Gaussian Processes: Functional Universality and Rank Learning. IEEE Trans. Signal Process. Siyuan Li, Shikai Fang, Lei Cheng, Feng Yin, Yik-Chung Wu, Peter Gerstoft, Sergios Theodoridis
2024	J	`jnl`	A Matrix-Factorization-Error-Ratio Approach to Cooperative Sensing in Non-Ideal Communication Environment. IEEE Trans. Signal Process. Rui Zhou, Wenqiang Pu, Licheng Zhao, Ming-Yi You, Qingjiang Shi, Sergios Theodoridis
2024	J	`jnl`	Audio xLSTMs: Learning Self-supervised audio representations with xLSTMs. CoRR Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan
2024	Misc	`conf`	Cooperative Sensing Via Matrix Factorization of the Partially Received Sample Covariance Matrix. ICASSP Rui Zhou, Wenqiang Pu, Licheng Zhao, Ming-Yi You, Qingjiang Shi, Sergios Theodoridis
2024	A*	`conf`	Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners. ICLR Sarthak Yadav, Sergios Theodoridis, Lars Kai Hansen, Zheng-Hua Tan
2024	Misc	`conf`	Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models. ICASSP Zhidi Lin, Juan Maroñas, Ying Li, Feng Yin, Sergios Theodoridis
2023	Misc	`conf`	Interpretable Nonnegative Incoherent Deep Dictionary Learning for FMRI Data Analysis. ICASSP Manuel Morante, Jan Østergaard, Sergios Theodoridis
2023	J	`jnl`	Masked Autoencoders with Multi-Window Attention Are Better Audio Learners. CoRR Sarthak Yadav, Sergios Theodoridis, Lars Kai Hansen, Zheng-Hua Tan
2023	Misc	`conf`	Overcoming Posterior Collapse in Variational Autoencoders Via EM-Type Training. ICASSP Ying Li, Lei Cheng, Feng Yin, Michael Minyi Zhang, Sergios Theodoridis
2023	J	`jnl`	Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models. CoRR Zhidi Lin, Juan Maroñas, Ying Li, Feng Yin, Sergios Theodoridis
2022	Misc	`conf`	A Stimuli-Relevant Directed Dependency Index for Time Series. ICASSP Payam Shahsavari Baboukani, Sergios Theodoridis, Jan Østergaard
2022	J	`jnl`	Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing. CoRR George Sarantoglou, Adonis Bogris, Charis Mesaritakis, Sergios Theodoridis
2022	—	`conf`	Bayesian Training in Photonic Neural Meshes. COMPENG Charis Mesaritakis, George Sarantoglou, Sergios Theodoridis, Adonis Bogris
2022	J	`jnl`	Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling. CoRR Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang
2022	J	`jnl`	Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling. IEEE Signal Process. Mag. Lei Cheng, Feng Yin, Sergios Theodoridis, Sotirios Chatzis, Tsung-Hui Chang
2022	J	`jnl`	Towards Flexible Sparsity-Aware Modeling: Automatic Tensor Rank Learning Using the Generalized Hyperbolic Prior. IEEE Trans. Signal Process. Lei Cheng, Zhongtao Chen, Qingjiang Shi, Yik-Chung Wu, Sergios Theodoridis
2021	J	`jnl`	Advances in Machine Learning and Deep Neural Networks. Proc. IEEE Rama Chellappa, Sergios Theodoridis, André van Schaik
2021	—	`conf`	Dialog Speech Sentiment Classification for Imbalanced Datasets. SPECOM Sergis Nicolaou, Lambros Mavrides, Georgina Tryfou, Kyriakos Tolias, Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis
2021	J	`jnl`	Dialog speech sentiment classification for imbalanced datasets. CoRR Sergis Nicolaou, Lambros Mavrides, Georgina Tryfou, Kyriakos Tolias, Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis
2021	J	`jnl`	Enhanced design matrix for task-related fMRI data analysis. NeuroImage Manuel Morante, Yannis Kopsinis, Christos Chatzichristos, Athanassios Protopapas, Sergios Theodoridis
2021	A	`conf`	Local Competition and Stochasticity for Adversarial Robustness in Deep Learning. AISTATS Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis
2021	J	`jnl`	Local Competition and Stochasticity for Adversarial Robustness in Deep Learning. CoRR Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis
2021	J	`jnl`	Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness. CoRR Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis
2021	—	`conf`	Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition. ISVC (2) Konstantinos P. Panousis, Soritios Chatzis, Sergios Theodoridis
2020	A	`conf`	An Interpretable and Sample Efficient Deep Kernel for Gaussian Process. UAI Yijue Dai, Tianjian Zhang, Zhidi Lin, Feng Yin, Sergios Theodoridis, Shuguang Cui
2020	J	`jnl`	Early soft and flexible fusion of EEG and fMRI via tensor decompositions. CoRR Christos Chatzichristos, Eleftherios Kofidis, Lieven De Lathauwer, Sergios Theodoridis, Sabine Van Huffel
2020	J	`jnl`	FedLoc: Federated Learning Framework for Cooperative Localization and Location Data Processing. CoRR Feng Yin, Zhidi Lin, Yue Xu, Qinglei Kong, Deshi Li, Sergios Theodoridis, Shuguang Cui
2020	J	`jnl`	Information Assisted Dictionary Learning for fMRI Data Analysis. IEEE Access Manuel Morante, Yannis Kopsinis, Sergios Theodoridis, Athanassios Protopapas
2020	J	`jnl`	Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series. IEEE Trans. Signal Process. Feng Yin, Lishuo Pan, Tianshi Chen, Sergios Theodoridis, Zhi-Quan Tom Luo, Abdelhak M. Zoubir
2020	J	`jnl`	Toward the 6G Network Era: Opportunities and Challenges. IT Prof. Ioannis Tomkos, Dimitrios Klonidis, Evangelos Pikasis, Sergios Theodoridis
2020	J	`jnl`	Towards Probabilistic Tensor Canonical Polyadic Decomposition 2.0: Automatic Tensor Rank Learning Using Generalized Hyperbolic Prior. CoRR Lei Cheng, Zhongtao Chen, Qingjiang Shi, Yik-Chung Wu, Sergios Theodoridis
2020	J	`jnl`	Variational Conditional-Dependence Hidden Markov Models for Human Action Recognition. CoRR Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis
2019	J	`jnl`	Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series. CoRR Feng Yin, Lishuo Pan, Xinwei He, Tianshi Chen, Sergios Theodoridis, Zhi-Quan Tom Luo
2019	A*	`conf`	Nonparametric Bayesian Deep Networks with Local Competition. ICML Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis
2019	—	`conf`	Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach. GlobalSIP Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel
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	—	`conf`	Distributed Set-Theoretic Parameter Estimation in Networks with Ambiguous Measurements. SPAWC Dimitris Ampeliotis, Christos Mavrokefalidis, Kostas Berberidis, Sergios Theodoridis
2018	—	`conf`	Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions. EUSIPCO Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis
2018	J	`jnl`	Nonparametric Bayesian Deep Networks with Local Competition. CoRR Konstantinos P. Panousis, Sotirios Chatzis, Sergios Theodoridis
2018	J	`jnl`	Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. IEEE Trans. Signal Process. Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis
2018	C	`conf`	Sparse Structure Enabled Grid Spectral Mixture Kernel for Temporal Gaussian Process Regression. FUSION Feng Yin, Xinwei He, Lishuo Pan, Tianshi Chen, Zhi-Quan Tom Luo, Sergios Theodoridis
2018	—	`ch.`	Spectral Clustering. Encyclopedia of Database Systems (2nd ed.) Sergios Theodoridis, Konstantinos Koutroumbas
2018	J	`jnl`	Unsupervised learning of the brain connectivity dynamic using residual D-net. CoRR Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis
2017	J	`jnl`	A Message From the Outgoing Editor-in-Chief. IEEE Trans. Signal Process. Sergios Theodoridis
2017	Misc	`conf`	Assisted dictionary learning for FMRI data analysis. ICASSP Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis
2017	J	`jnl`	Heterogeneous and Multitask Wireless Sensor Networks - Algorithms, Applications, and Challenges. IEEE J. Sel. Top. Signal Process. Jorge Plata-Chaves, Alexander Bertrand, Marc Moonen, Sergios Theodoridis, Abdelhak M. Zoubir
2017	—	`conf`	Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. LVA/ICA Christos Chatzichristos, Eleftherios Kofidis, Yiannis Kopsinis, Manuel Morante Moreno, Sergios Theodoridis
2017	J	`jnl`	Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. CoRR Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis
2017	—	`conf`	PARAFAC2 and its block term decomposition analog for blind fMRI source unmixing. EUSIPCO Christos Chatzichristos, Eleftherios Kofidis, Sergios Theodoridis
2017	J	`jnl`	Robust Nonlinear Regression: A Greedy Approach Employing Kernels With Application to Image Denoising. IEEE Trans. Signal Process. Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
2016	—	`conf`	Adapt-Align-Combine for diffusion-based distributed dictionary learning. EUSIPCO Dimitris Ampeliotis, Christos Mavrokefalidis, Kostas Berberidis, Sergios Theodoridis
2016	J	`jnl`	Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective. CoRR Pantelis Bouboulis, Spyridon Pougkakiotis, Sergios Theodoridis
2016	—	`conf`	Efficient KLMS and KRLS algorithms: A random fourier feature perspective. SSP Pantelis Bouboulis, Spyridon Pougkakiotis, Sergios Theodoridis
2016	J	`jnl`	Higher-Order Block Term Decomposition for Spatially Folded fMRI Data. CoRR Christos Chatzichristos, Eleftherios Kofidis, Giannis Kopsinis, Sergios Theodoridis
2016	J	`jnl`	Robust non-linear regression analysis: A greedy approach employing kernels and application to image denoising. CoRR Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
2016	—	`ch.`	Sparsity-aware distributed learning. Big Data over Networks Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
2015	Misc	`conf`	An online algorithm for distributed dictionary learning. ICASSP Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
2015	J	`jnl`	Complex Support Vector Machines for Regression and Quaternary Classification. IEEE Trans. Neural Networks Learn. Syst. Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis, Leoni Evaggelatou-Dalla
2015	Misc	`conf`	Distributed robust labeling of audio sources in heterogeneous wireless sensor networks. ICASSP Symeon Chouvardas, Michael Muma, Khadidja Hamaidi, Sergios Theodoridis, Abdelhak M. Zoubir
2015	—	`conf`	Distributed robust subspace tracking. EUSIPCO Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
2015	J	`jnl`	Greedy Sparsity-Promoting Algorithms for Distributed Learning. IEEE Trans. Signal Process. Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, 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 Linear Regression Analysis - A Greedy Approach. IEEE Trans. Signal Process. Georgios K. Papageorgiou, Pantelis Bouboulis, 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
2015	—	`conf`	Robust regression in RKHS - An overview. EUSIPCO Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
2014	Misc	`conf`	An Adaptive Projected Subgradient based algorithm for robust subspace tracking. ICASSP Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
2014	—	`conf`	Efficient adaptive equalization of doubly dispersive channels in MIMO-FBMC/OQAM systems. ISWCS Christos Mavrokefalidis, Athanasios A. Rontogiannis, Eleftherios Kofidis, Antonios Beikos, Sergios Theodoridis
2014	—	`conf`	FMRI unmixing via properly adjusted dictionary learning. EUSIPCO Yannis Kopsinis, Harris V. Georgiou, Sergios Theodoridis
2014	J	`jnl`	Greedy Sparsity-Promoting Algorithms for Distributed Learning. CoRR Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis
2014	J	`jnl`	Guest Editorial Special Section on the 2013 IEEE International Symposium on Circuits and Systems (ISCAS 2013). IEEE Trans. Circuits Syst. I Regul. Pap. Yong Lian, Sergios Theodoridis, George Yuan, Shanthi Pavan
2014	J	`jnl`	Preamble-based channel estimation in single-relay networks using FBMC/OQAM. EURASIP J. Adv. Signal Process. Christos Mavrokefalidis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis
2014	J	`jnl`	Robust Linear Regression Analysis - A Greedy Approach. CoRR Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Themelis
2014	—	`conf`	Robust image denoising in RKHS via orthogonal matching pursuit. CIP Pantelis Bouboulis, Georgios K. Papageorgiou, Sergios Theodoridis
2014	—	`conf`	Robust linear regression analysis - The greedy way. EUSIPCO Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Themelis
2014	—	`conf`	Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach. EUSIPCO Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
2014	—	`conf`	Speech-music discrimination: A deep learning perspective. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis
2014	—	`conf`	Vibrato detection in Byzantine Chant Music. ISCCSP Georgios Chrysochoidis, Georgios Kouroupetroglou, Sergios Theodoridis
2013	Misc	`conf`	A greedy sparsity-promoting LMS for distributed adaptive learning in diffusion networks. ICASSP Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis
2013	J	`jnl`	Adaptation and Learning over Complex Networks [From the Guest Editors]. IEEE Signal Process. Mag. Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada
2013	J	`jnl`	Complex Support Vector Machines for Regression and Quaternary Classification CoRR Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis
2013	—	`conf`	Complex support vector machines for quaternary classification. MLSP Pantelis Bouboulis, E. Theodoridou, Sergios Theodoridis
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	J	`jnl`	Introduction to the issue on adaptation and learning over complex networks. IEEE J. Sel. Top. Signal Process. Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada
2013	—	`conf`	New operators for fixed-point theory: The sparsity-aware learning case. EUSIPCO Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2013	—	`conf`	Optimal training design for channel estimation in OFDM/OQAM cooperative systems. SPAWC Christos Mavrokefalidis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis
2013	—	`conf`	Preamble Design for Channel Estimation in OFDM/OQAM Cooperative Systems. ISWCS Christos Mavrokefalidis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis
2013	J	`jnl`	Preamble-based Channel Estimation in OFDM/OQAM Systems: A Review CoRR Eleftherios Kofidis, Dimitrios Katselis, Athanasios A. Rontogiannis, Sergios Theodoridis
2013	J	`jnl`	Preamble-based channel estimation in OFDM/OQAM systems: A review. Signal Process. Eleftherios Kofidis, Dimitrios Katselis, Athanasios A. Rontogiannis, Sergios Theodoridis
2013	—	`conf`	Robust kernel-based regression using Orthogonal Matching Pursuit. MLSP Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
2013	—	`conf`	Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach. ALCOSP Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis, Symeon Chouvardas
2013	J	`jnl`	Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors]. IEEE Signal Process. Mag. Klaus-Robert Müller, Tülay Adali, Kenji Fukumizu, José C. Príncipe, Sergios Theodoridis
2013	J	`jnl`	Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise. IEEE Signal Process. Lett. Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada
2013	C	`conf`	Thresholding-based online algorithms of complexity comparable to sparse LMS methods. ISCAS Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Stephen McLaughlin
2013	J	`jnl`	Trading off Complexity With Communication Costs in Distributed Adaptive Learning via Krylov Subspaces for Dimensionality Reduction. IEEE J. Sel. Top. Signal Process. Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis
2013	—	`conf`	Training-based and blind algorithms for sparsity-aware distributed learning. EUSIPCO Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis
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`	Adaptive BLAST-type decision-feedback equalizers for DS-CDMA systems. Signal Process. Constantinos Rizogiannis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis
2012	J	`jnl`	Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients. IEEE Trans. Neural Networks Learn. Syst. Pantelis Bouboulis, Konstantinos Slavakis, Sergios Theodoridis
2012	J	`jnl`	Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case. IEEE Trans. Neural Networks Learn. Syst. Konstantinos Slavakis, Pantelis Bouboulis, Sergios Theodoridis
2012	—	`conf`	Complex support vector regression. CIP Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis
2012	Misc	`conf`	Generalized thresholding sparsity-aware algorithm for low complexity online learning. ICASSP Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
2012	—	`conf`	On OFDM/OQAM receivers. EUSIPCO Dimitrios Katselis, Eleftherios Kofidis, Sergios Theodoridis
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
2012	J	`jnl`	The Augmented Complex Kernel LMS. IEEE Trans. Signal Process. Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
2011	J	`jnl`	A Sparsity-Aware Adaptive Algorithm for Distributed Learning CoRR Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2011	J	`jnl`	A fully automated scheme for mammographic segmentation and classification based on breast density and asymmetry. Comput. Methods Programs Biomed. Stylianos D. Tzikopoulos, Michael E. Mavroforakis, Harris V. Georgiou, Nikos Dimitropoulos, Sergios Theodoridis
2011	J	`jnl`	A hierarchical feature fusion framework for adaptive visual tracking. Image Vis. Comput. Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis
2011	J	`jnl`	Adaptive Learning in a World of Projections. IEEE Signal Process. Mag. Sergios Theodoridis, Konstantinos Slavakis, Isao Yamada
2011	J	`jnl`	Adaptive Robust Distributed Learning in Diffusion Sensor Networks. IEEE Trans. Signal Process. Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis
2011	J	`jnl`	Extension of Wirtinger's Calculus to Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS. IEEE Trans. Signal Process. Pantelis Bouboulis, Sergios Theodoridis
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`	Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies. Expert Syst. Appl. Thanassis Perperis, Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Sofia Tsekeridou, Stavros J. Perantonis, Sergios Theodoridis
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
2011	J	`jnl`	The Augmented Complex Kernel LMS CoRR Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
2011	Misc	`conf`	Trading off communications bandwidth with accuracy in adaptive diffusion networks. ICASSP Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis
2011	—	`conf`	Widely linear kernel-based adaptive filters. EUSIPCO Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
2010	B	`conf`	A Multimodal Approach to Violence Detection in Video Sharing Sites. ICPR Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2010	—	`conf`	A novel adaptive algorithm for diffusion networks using projections onto hyperslabs. CIP Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis
2010	J	`jnl`	Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization. IEEE Trans. Image Process. Pantelis Bouboulis, Konstantinos Slavakis, Sergios Theodoridis
2010	Misc	`conf`	Adaptive algorithm for sparse system identification using projections onto weighted ICASSP Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
2010	—	`conf`	Audio-Visual Fusion for Detecting Violent Scenes in Videos. SETN Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis
2010	J	`jnl`	Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces CoRR Pantelis Bouboulis, Sergios Theodoridis
2010	B	`conf`	Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces. ICPR Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Slavakis
2010	J	`jnl`	Extension of Wirtinger Calculus in RKH Spaces and the Complex Kernel LMS CoRR Pantelis Bouboulis, Sergios Theodoridis
2010	J	`jnl`	Extension of Wirtinger's Calculus in Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS CoRR Pantelis Bouboulis, Sergios Theodoridis
2010	J	`jnl`	Online Sparse System Identification and Signal Reconstruction using Projections onto Weighted ℓ CoRR Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis
2010	J	`jnl`	Preamble-based channel estimation for CP-OFDM and OFDM/OQAM systems: a comparative study. IEEE Trans. Signal Process. Dimitrios Katselis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis
2010	J	`jnl`	Semi-blind maximum-likelihood joint channel/data estimation for correlated channels in multiuser MIMO networks. Signal Process. Constantinos Rizogiannis, Eleftherios Kofidis, Constantinos B. Papadias, Sergios Theodoridis
2010	—	`conf`	Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques. ICANN (1) Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis
2010	—	`conf`	The Complex Gaussian Kernel LMS Algorithm. ICANN (2) Pantelis Bouboulis, Sergios Theodoridis
2010	J	`jnl`	The Complex Gaussian Kernel LMS algorithm CoRR Pantelis Bouboulis, Sergios Theodoridis
2009	Misc	`conf`	A dimensional approach to emotion recognition of speech from movies. ICASSP Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2009	—	`conf`	A fully automated complete segmentation scheme for mammograms. DPS Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Nikos Dimitropoulos, Sergios Theodoridis
2009	—	`conf`	A fully automated scheme for breast density estimation and asymmetry detection of mammograms. EUSIPCO Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis
2009	J	`jnl`	Adaptive constrained learning in reproducing Kernel Hilbert spaces: the robust beamforming case. IEEE Trans. Signal Process. Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada
2009	—	`conf`	Adaptive structural analysis of music recordings. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis
2009	Misc	`conf`	Affinely constrained online learning and its application to beamforming. ICASSP Konstantinos Slavakis, Sergios Theodoridis
2009	J	`jnl`	Preamble-Based Channel Estimation for CP-OFDM and OFDM/OQAM Systems: A Comparative Study CoRR Dimitrios Katselis, Eleftherios Kofidis, Athanasios A. Rontogiannis, Sergios Theodoridis
2009	—	`ch.`	Spectral Clustering. Encyclopedia of Database Systems Sergios Theodoridis, Konstantinos Koutroumbas
2008	J	`jnl`	A Speech/Music Discriminator of Radio Recordings Based on Dynamic Programming and Bayesian Networks. IEEE Trans. Multim. Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2008	B	`conf`	A novel efficient approach for audio segmentation. ICPR Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2008	J	`jnl`	Emerging Machine Learning Techniques in Signal Processing. EURASIP J. Adv. Signal Process. Theodoros Evgeniou, Aníbal R. Figueiras-Vidal, Sergios Theodoridis
2008	Misc	`conf`	Gunshot detection in audio streams from movies by means of dynamic programming and Bayesian networks. ICASSP Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2008	C	`conf`	Music tracking in audio streams from movies. MMSP Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2008	J	`jnl`	On Training Optimization for Estimation of Correlated MIMO Channels in the Presence of Multiuser Interference. IEEE Trans. Signal Process. Dimitrios Katselis, Eleftherios Kofidis, Sergios Theodoridis
2008	J	`jnl`	Online Kernel-Based Classification Using Adaptive Projection Algorithms. IEEE Trans. Signal Process. Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada
2008	J	`jnl`	Pattern Recognition. IEEE Trans. Neural Networks Sergios Theodoridis, Konstantinos Koutroumbas
2008	—	`conf`	Robust adaptive nonlinear beamforming by kernels and projection mappings. EUSIPCO Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada
2008	J	`jnl`	Sliding Window Generalized Kernel Affine Projection Algorithm Using Projection Mappings. EURASIP J. Adv. Signal Process. Konstantinos Slavakis, Sergios Theodoridis
2008	C	`conf`	Sliding window online Kernel-based classification by projection mappings. ISCAS Konstantinos Slavakis, Sergios Theodoridis
2007	—	`conf`	A Bayesian Network Approach to Semantic Labelling of Text Formatting in XML Corpora of Documents. HCI (7) Florendia Fourli-Kartsouni, Konstantinos Slavakis, Georgios Kouroupetroglou, Sergios Theodoridis
2007	J	`jnl`	A Geometric Nearest Point Algorithm for the Efficient Solution of the SVM Classification Task. IEEE Trans. Neural Networks Michael E. Mavroforakis, Margaritis Sdralis, Sergios Theodoridis
2007	C	`conf`	A Multi-Class Audio Classification Method With Respect To Violent Content In Movies Using Bayesian Networks. MMSP Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2007	—	`conf`	A dynamic programming approach to speech/music discrimination of radio recordings. EUSIPCO Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2007	B	`conf`	Adaptive Image Content-Based Exposure Control for Scanning Applications in Radiography. ACIVS 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
2007	—	`conf`	An Application of Empirical Mode Decomposition on Tempo Induction from Music Recordings. ISMIR Aggelos Pikrakis, Sergios Theodoridis
2007	—	`conf`	Hierarchical Feature Fusion for Visual Tracking. ICIP (6) Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis
2007	J	`jnl`	Keyword-guided word spotting in historical printed documents using synthetic data and user feedback. Int. J. Document Anal. Recognit. Thomas Konidaris, Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Theodoridis, Stavros J. Perantonis
2007	—	`conf`	Locating Rhythmic Patterns in Music Recordings using Hidden Markov Models. ICASSP (1) Iasonas Antonopoulos, Aggelos Pikrakis, Sergios Theodoridis
2007	J	`jnl`	Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes. Artif. Intell. Medicine Harris V. Georgiou, Michael E. Mavroforakis, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis
2007	—	`conf`	Music Retrieval by Rhythmic Similarity Applied on Greek and African Traditional Music. ISMIR Iasonas Antonopoulos, Aggelos Pikrakis, Sergios Theodoridis, Olmo Cornelis, Dirk Moelants, Marc Leman
2007	—	`conf`	Online Kernel-Based Classification by Projections. ICASSP (2) Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada
2007	J	`jnl`	Reduced Convex Hulls: A Geometric Approach to Support Vector Machines [Lecture Notes]. IEEE Signal Process. Mag. Sergios Theodoridis, Michael E. Mavroforakis
2007	C	`conf`	Training-Based Estimation of Correlated MIMO Fading Channels in the Presence of Colored Interference. ISCAS Dimitrios Katselis, Eleftherios Kofidis, Sergios Theodoridis
2007	J	`jnl`	Training-based estimation of correlated MIMO fading channels in the presence of colored interference. Signal Process. Dimitrios Katselis, Eleftherios Kofidis, Sergios Theodoridis
2006	—	`conf`	A Game-Theoretic Approach to Weighted Majority Voting for Combining SVM Classifiers. ICANN (1) Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis
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	—	`conf`	A Speech/Music Discriminator for Radio Recordings Using Bayesian Networks. ICASSP (5) Theodoros Giannakopoulos, Aggelos Pikrakis, Sergios Theodoridis
2006	—	`conf`	A computationally efficient speech/music discriminator for radio recordings. ISMIR Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2006	J	`jnl`	A geometric approach to Support Vector Machine (SVM) classification. IEEE Trans. Neural Networks Michael E. Mavroforakis, Sergios Theodoridis
2006	—	`conf`	A novel SVM Geometric Algorithm based on Reduced Convex Hulls. ICPR (2) Michael E. Mavroforakis, Margaritis Sdralis, 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`	Classification of musical patterns using variable duration hidden Markov models. IEEE Trans. Speech Audio Process. Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2006	J	`jnl`	Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers. Artif. Intell. Medicine Michael E. Mavroforakis, Harris V. Georgiou, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis
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
2006	—	`conf`	Speech/music discrimination for radio broadcasts using a hybrid HMM-Bayesian Network architecture. EUSIPCO Aggelos Pikrakis, Theodoros Giannakopoulos, Sergios Theodoridis
2006	—	`conf`	Violence Content Classification Using Audio Features. SETN Theodoros Giannakopoulos, Dimitrios I. Kosmopoulos, Andreas Aristidou, Sergios Theodoridis
2005	—	`conf`	A Novel HMM Approach to Melody Spotting in Raw Audio Recordings. ISMIR Aggelos Pikrakis, Sergios Theodoridis
2005	—	`conf`	Melody spotting in raw audio recordings using Variable Duration Hidden Markov Models. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis
2005	—	`conf`	Support Vector Machine (SVM) classification through geometry. EUSIPCO Michael E. Mavroforakis, 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`	Classification of musical patterns using variable duration Hidden Markov models. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2004	—	`conf`	Music meter and tempo tracking from raw polyphonic audio. ISMIR Aggelos Pikrakis, Iasonas Antonopoulos, Sergios Theodoridis
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	J	`jnl`	Editorial. EURASIP J. Adv. Signal Process. An-Yeu Wu, Ut-Va Koc, Keshab K. Parhi, Sergios Theodoridis
2003	J	`jnl`	Recognition of isolated musical patterns using context dependent dynamic time warping. IEEE Trans. Speech Audio Process. Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2002	—	`conf`	A novel cluster based MLSE equalizer for 2-PAM signaling scheme. EUSIPCO Yannis Kopsinis, Sergios Theodoridis
2002	—	`conf`	Mammographic mass classification using textural features and descriptive diagnostic data. DSP Michael E. Mavroforakis, Harris V. Georgiou, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis
2002	—	`conf`	Multi-resolution morphological analysis and classification of mammographic masses using shape, spectral and wavelet features. DSP Harris V. Georgiou, Michael E. Mavroforakis, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis
2002	J	`jnl`	Optical character recognition of the Orthodox Hellenic Byzantine Music notation. Pattern Recognit. Velissarios G. Gezerlis, Sergios Theodoridis
2002	—	`ch.`	Pattern Recognition. Encyclopedia of Information Systems Sergios Theodoridis
2002	—	`conf`	Recognition of Isolated Musical Patterns Using Hidden Markov Models. ICMAI Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2002	—	`conf`	Recognition of isolated musical patterns using Context Dependent Dynamic Time Warping. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
2001	—	`conf`	Pattern Recognition and Neural Networks. Machine Learning and Its Applications Sergios Theodoridis, Konstantinos Koutroumbas
2000	—	`conf`	A post-classification scheme for an OCR system for the notation of the Orthodox Hellenic Byzantine Music. EUSIPCO Velissarios G. Gezerlis, Sergios Theodoridis
2000	B	`conf`	An Optical Music Recognition System for the Notation of the Orthodox Hellenic Byzantine Music. ICPR Velissarios G. Gezerlis, Sergios Theodoridis
2000	J	`jnl`	Blind and semi-blind equalization using hidden Markov models and clustering techniques. Signal Process. Kristina Georgoulakis, Sergios Theodoridis
2000	—	`conf`	Co-channel interference rejection using clustering techniques and fuzzy inference. EUSIPCO Yannis Kopsinis, Sergios Theodoridis
1999	J	`jnl`	A new fast block adaptive algorithm. IEEE Trans. Signal Process. Kostas Berberidis, Sergios Theodoridis
1999	J	`jnl`	Channel equalization for coded signals in hostile environments. IEEE Trans. Signal Process. Kristina Georgoulakis, Sergios Theodoridis
1999	J	`jnl`	Efficient least squares adaptive algorithms for FIR transversal filtering. IEEE Signal Process. Mag. George-Othon Glentis, Kostas Berberidis, Sergios Theodoridis
1999	—	`book`	Pattern recognition. Sergios Theodoridis, Konstantinos Koutroumbas
1999	J	`jnl`	Wavelet-based medical image compression. Future Gener. Comput. Syst. Eleftherios Kofidis, Nicholas Kolokotronis, Aliki Vassilarakou, Sergios Theodoridis, Dionisis A. Cavouras
1998	—	`conf`	Blind equalization of nonlinear channels using Hidden Markov Models. EUSIPCO Kristina Georgoulakis, Sergios Theodoridis
1998	—	`conf`	Channel equalization for coded signals in hostile environments. EUSIPCO Kristina Georgoulakis, Sergios Theodoridis
1998	J	`jnl`	Efficient block implementation of the decision feedback equalizer. IEEE Signal Process. Lett. Kostas Berberidis, Athanasios A. Rontogiannis, Sergios Theodoridis
1998	J	`jnl`	Mirror-image symmetric perfect-reconstruction FIR filter banks: Parametrization and design. Signal Process. Eleftherios Kofidis, Sergios Theodoridis, Nicholas Kalouptsidis
1998	J	`jnl`	Multichannel fast QRD-LS adaptive filtering: new technique and algorithms. IEEE Trans. Signal Process. Athanasios A. Rontogiannis, Sergios Theodoridis
1998	J	`jnl`	New fast QR decomposition least squares adaptive algorithms. IEEE Trans. Signal Process. Athanasios A. Rontogiannis, Sergios Theodoridis
1998	—	`conf`	Recognition of isolated musical patterns using discrete observation Hidden Markov models. EUSIPCO Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
1997	J	`jnl`	Efficient clustering techniques for channel equalization in hostile environments. Signal Process. Kristina Georgoulakis, Sergios Theodoridis
1997	Misc	`conf`	Fast sliding transforms in transform-domain adaptive filtering. ICASSP Annamária R. Várkonyi-Kóczy, Sergios Theodoridis
1997	—	`conf`	Recognition of Isolated Musical Patterns in the context of Greek Traditional Music using Dynamic Time Warping Techniques. ICMC Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
1996	—	`conf`	A highly parallel multichannel fast qrd-ls adaptive algorithm. EUSIPCO Athanasios A. Rontogiannis, Sergios Theodoridis
1996	—	`conf`	An adaptive LS algorithm based on orthogonal Householder transformations. ICECS Athanasios A. Rontogiannis, Sergios Theodoridis
1996	—	`conf`	Efficient clustering techniques for supervised and blind channel equalization in hostile environments. EUSIPCO Sergios Theodoridis, Kristina Georgoulakis
1996	J	`jnl`	Nonlinear adaptive filters for speckle suppression in ultrasonic images. Signal Process. Eleftherios Kofidis, Sergios Theodoridis, Constantine Kotropoulos, Ioannis Pitas
1996	J	`jnl`	On inverse factorization adaptive least-squares algorithms. Signal Process. Athanasios A. Rontogiannis, Sergios Theodoridis
1996	—	`conf`	On perfect-reconstruction FIR filter banks. EUSIPCO Eleftherios Kofidis, Sergios Theodoridis, Nicholas Kalouptsidis
1996	J	`jnl`	On the perfect reconstruction problem in N-band multirate maximally decimated FIR filter banks. IEEE Trans. Signal Process. Eleftherios Kofidis, Sergios Theodoridis, Nicholas Kalouptsidis
1996	—	`conf`	Perfect-reconstruction FIR filter banks with mirror-image symmetry. ICECS Eleftherios Kofidis, Sergios Theodoridis, Nicholas Kalouptsidis
1996	—	`conf`	Recognition of isolated musical patterns in the context of Greek traditional music. ICECS Aggelos Pikrakis, Sergios Theodoridis, Dimitris Kamarotos
1995	J	`jnl`	A fast Newton multichannel algorithm for decision feedback equalization. IEEE Trans. Signal Process. Sergios Theodoridis, George V. Moustakides, Kostas Berberidis
1995	Misc	`conf`	An efficient block Newton-type algorithm. ICASSP Kostas Berberidis, Sergios Theodoridis
1995	Misc	`conf`	New fast inverse QR least squares adaptive algorithms. ICASSP Athanasios A. Rontogiannis, Sergios Theodoridis
1994	J	`jnl`	Adaptive non-linear equalisation of digital communications channels. Signal Process. C. P. Callender, Sergios Theodoridis, C. F. N. Cowan
1994	J	`jnl`	Array processor for block adaptive LS FIR filtering. Signal Process. Spiridon Nikolaidis, Sergios Theodoridis, Constantinos E. Goutis
1994	J	`jnl`	Efficient Levinson- and Schur-type algorithms for block near-to-Toeplitz systems of equations. Signal Process. A. Liavas, Sergios Theodoridis
1994	—	`ed.`	PARLE '94: Parallel Architectures and Languages Europe, 6th International PARLE Conference, Athens, Greece, July 4-8, 1994, Proceedings PARLE Constantine Halatsis, Dimitris G. Maritsas, George Philokyprou, Sergios Theodoridis
1994	J	`jnl`	The fast Newton transversal filter: an efficient scheme for acoustic echo cancellation in mobile radio. IEEE Trans. Signal Process. Thieny Petillon, André Gilloire, Sergios Theodoridis
1993	J	`jnl`	Efficient Symmetric Algorithms for the Modified Covariance Method for Autoregressive Spectral Analysis. IEEE Trans. Signal Process. Kostas Berberidis, Sergios Theodoridis
1992	Misc	`conf`	Complexity reduction in fast RLS transversal adaptive filters with application to acoustic echo cancellation. ICASSP Thieny Petillon, André Gilloire, Sergios Theodoridis
1991	J	`jnl`	A pipelined structure for QR adaptive LS system identification. IEEE Trans. Signal Process. Angelos P. Varvitsiotis, Sergios Theodoridis
1991	J	`jnl`	Array processor for LS FIR system identification. Microprocessing and Microprogramming Spiros Nikolaidis, Odysseas G. Koufopavlou, Sergios Theodoridis, Constantinos E. Goutis
1991	Misc	`conf`	Efficient Levinson type algorithm for block ρ-Toeplitz systems. ICASSP A. Liavas, Sergios Theodoridis
1991	J	`jnl`	Fast Newton transversal filters-a new class of adaptive estimation algorithms. IEEE Trans. Signal Process. George V. Moustakides, Sergios Theodoridis
1991	J	`jnl`	Highly concurrent algorithm for the solution of ϱ-Toeplitz system of equations. Signal Process. Sergios Theodoridis, A. Liavas
1991	—	`conf`	Mapping FIR filtering on systolic rings. ASAP Angelos P. Varvitsiotis, Sergios Theodoridis, Rami G. Melhem
1990	J	`jnl`	A normalized lattice algorithm for AR spectral analysis and system identification filters with symmetric impulse response. IEEE Trans. Acoust. Speech Signal Process. Kostas Berberidis, Sergios Theodoridis
1990	J	`jnl`	New Levinson, Schur, and lattice type algorithms for linear phase filtering. IEEE Trans. Acoust. Speech Signal Process. Kostas Berberidis, Sergios Theodoridis
1990	J	`jnl`	Pipeline architecture for block adaptive LS FIR filtering and prediction. IEEE Trans. Acoust. Speech Signal Process. Sergios Theodoridis
1990	J	`jnl`	Pipelined algorithm for LS FIR filters with symmetric impulse response. IEEE Trans. Acoust. Speech Signal Process. Sergios Theodoridis, Nicholas Kalouptsidis, Dimitri Bakirtzis
1989	Misc	`conf`	A novel structure for adaptive LS FIR filtering based on QR decomposition. ICASSP Angelos P. Varvitsiotis, Sergios Theodoridis, George V. Moustakides
1989	J	`jnl`	Concurrent algorithms for a class of 1-D and 2-D Wiener FIR filters with symmetrical impulse response. IEEE Trans. Acoust. Speech Signal Process. Nicholas Kalouptsidis, Sergios Theodoridis
1989	J	`jnl`	Interference rejection in PN spread-spectrum systems with LS linear phase FIR filters. IEEE Trans. Commun. Sergios Theodoridis, Nicholas Kalouptsidis, John G. Proakis, George D. Koyas
1988	J	`jnl`	Efficient structurally symmetric algorithms for least squares FIR filters with linear phase. IEEE Trans. Acoust. Speech Signal Process. Nicholas Kalouptsidis, Sergios Theodoridis
1988	Misc	`conf`	Highly parallel algorithms for LS FIR smoothing and MEM spectral analysis. ICASSP Sergios Theodoridis, Nicholas Kalouptsidis, Dimitri Bakirtzis
1987	J	`jnl`	A fast algorithm for block LS design of FIR filters with linear phase and optimum lag. IEEE Trans. Acoust. Speech Signal Process. Sergios Theodoridis, Nicholas Kalouptsidis
1987	J	`jnl`	Fast adaptive least squares algorithms for power spectral estimation. IEEE Trans. Acoust. Speech Signal Process. Nicholas Kalouptsidis, Sergios Theodoridis
1987	Misc	`conf`	LS FIR Smoothers and application to interference rejection in PN spread spectrum systems. ICASSP Sergios Theodoridis, Nicholas Kalouptsidis, John G. Proakis
1987	J	`jnl`	Parallel algorithm for MSE estimation of 2-D noncasual image models. Microprocess. Microprogramming Sergios Theodoridis, Nicholas Kalouptsidis
1987	J	`jnl`	Parallel implementation of efficient LS algorithms for filtering and prediction. IEEE Trans. Acoust. Speech Signal Process. Nicholas Kalouptsidis, Sergios Theodoridis