Sergios Theodoridis

发表

A novel adaptive algorithm for diffusion networks using projections onto hyperslabs

Sergios Theodoridis, Symeon Chouvardas, Konstantinos Slavakis, 2010, 2010 2nd International Workshop on Cognitive Information Processing.

Monte Carlo Methods

Sergios Theodoridis, Sergios Theodoridis, 2015 .

Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques

Sergios Theodoridis, Stylianos D. Tzikopoulos, Harris V. Georgiou, 2010, ICANN.

A Geometric Nearest Point Algorithm for the Efficient Solution of the SVM Classification Task

Sergios Theodoridis, Michael E. Mavroforakis, Margaritis Sdralis, 2007, IEEE Transactions on Neural Networks.

Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers

Nikos Dimitropoulos, Sergios Theodoridis, Dionisis A. Cavouras, 2006, Artif. Intell. Medicine.

Spatial k-Anonymity

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

Chapter 13 – Clustering Algorithms II: Hierarchical Algorithms

Sergios Theodoridis, S. Theodoridis, 2006 .

Revisiting adaptive least-squares estimation and application to online sparse signal recovery

Sergios Theodoridis, Konstantinos Slavakis, Yannis Kopsinis, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification

Sergios Theodoridis, Georgios B. Giannakis, Vassilis Kekatos, 2013, ISWCS.

A 1.5D CMOS image sensor for x-ray imaging

Sergios Theodoridis, Gary J. Royle, Robert D. Speller, 2007 .

A Sparsity-Aware Adaptive Algorithm for Distributed Learning pdf

Sergios Theodoridis, Symeon Chouvardas, Konstantinos Slavakis, 2011, arXiv.org.

Sparsity-Aware Learning: Algorithms and Applications

Sergios Theodoridis, Sergios Theodoridis, S. Theodoridis, 2020, Machine Learning.

A Novel HMM Approach to Melody Spotting in Raw Audio Recordings

Sergios Theodoridis, Aggelos Pikrakis, 2005, ISMIR.

Complex support vector regression

Sergios Theodoridis, Pantelis Bouboulis, Charalampos Mavroforakis, 2012, 2012 3rd International Workshop on Cognitive Information Processing (CIP).

Efficient clustering techniques for channel equalization in hostile environments

Sergios Theodoridis, Kristina Georgoulakis, 1997, Signal Process..

Schemes for equalisation of communication channels with nonlinear impairments

Sergios Theodoridis, Chong Meng Samson See, Colin F. N. Cowan, 1995 .

Melody spotting in raw audio recordings using Variable Duration Hidden Markov Models

Sergios Theodoridis, Aggelos Pikrakis, 2005, 2005 13th European Signal Processing Conference.

Violence Content Classification Using Audio Features

Sergios Theodoridis, Andreas Aristidou, Theodoros Giannakopoulos, 2006, SETN.

Thresholding-based online algorithms of complexity comparable to sparse LMS methods

Sergios Theodoridis, Stephen McLaughlin, Konstantinos Slavakis, 2013, 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013).

Concurrent algorithms for a class of 1-D and 2-D Wiener FIR filters with symmetrical impulse response

Sergios Theodoridis, Nicholas Kalouptsidis, 1989, IEEE Trans. Acoust. Speech Signal Process..

A Game-Theoretic Approach to Weighted Majority Voting for Combining SVM Classifiers

Sergios Theodoridis, Harris V. Georgiou, Michael E. Mavroforakis, 2006, ICANN.

Statistical Disclosure Limitation (SDL)

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

Adaptive Robust Distributed Learning in Diffusion Sensor Networks

Sergios Theodoridis, Symeon Chouvardas, Konstantinos Slavakis, 2011, IEEE Transactions on Signal Processing.

Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients

Sergios Theodoridis, Konstantinos Slavakis, Pantelis Bouboulis, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Mirror-image symmetric perfect-reconstruction FIR filter banks: Parametrization and design

Sergios Theodoridis, Nicholas Kalouptsidis, Eleftherios Kofidis, 1998, Signal Process..

A Random Fourier Features Perspective of KAFs With Application to Distributed Learning Over Networks

Sergios Theodoridis, Symeon Chouvardas, Pantelis Bouboulis, 2018 .

Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions

Sergios Theodoridis, Mike Davies, Javier Escudero, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Recognition of isolated musical patterns using Context Dependent Dynamic Time Warping

Sergios Theodoridis, Aggelos Pikrakis, Dimitris Kamarotos, 2002, 2002 11th European Signal Processing Conference.

Introduction and outline of the special issue on circuits and systems education: experiences, challenges, and views

Sergios Theodoridis, Joos Vandewalle, Ljiljana Trajkovic, 2009, IEEE Circuits and Systems Magazine.

smoothing and MEM spectral analysis

Sergios Theodoridis, Nicholas Kalouptsidis, D. Bakirtzis, 1988 .

Chapter 2 – Classifiers Based on Bayes Decision Theory

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2006 .

Preamble-based channel estimation in single-relay networks using FBMC/OQAM

Sergios Theodoridis, Athanasios A. Rontogiannis, Christos Mavrokefalidis, 2014, EURASIP J. Adv. Signal Process..

A computationally efficient speech/music discriminator for radio recordings

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2006, ISMIR.

Robust adaptive sparse system identification by using weighted l1 balls and Moreau envelopes

Sergios Theodoridis, Konstantinos Slavakis, Yannis Kopsinis, 2011, 2011 19th European Signal Processing Conference.

Parallel implementation of efficient LS algorithms for filtering and prediction

Sergios Theodoridis, Nicholas Kalouptsidis, 1987, IEEE Trans. Acoust. Speech Signal Process..

Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces

Sergios Theodoridis, Konstantinos Slavakis, Pantelis Bouboulis, 2010, 2010 20th International Conference on Pattern Recognition.

Nonlinear adaptive filters for speckle suppression in ultrasonic images

Sergios Theodoridis, Ioannis Pitas, Constantine Kotropoulos, 1996, Signal Process..

Mapping FIR filtering on systolic rings

Sergios Theodoridis, Rami Melhem, Angelos Varvitsiotis, 1991, Proceedings of the International Conference on Application Specific Array Processors.

A fast Newton multichannel algorithm for decision feedback equalization

Sergios Theodoridis, George V. Moustakides, Kostas Berberidis, 1995, IEEE Trans. Signal Process..

Generalized Thresholding and Online Sparsity-Aware Learning in a Union of Subspaces

Sergios Theodoridis, Stephen McLaughlin, Konstantinos Slavakis, 2011, IEEE Transactions on Signal Processing.

An efficient low-complexity technique for MLSE equalizers for linear and nonlinear channels

Sergios Theodoridis, Yannis Kopsinis, 2003, IEEE Trans. Signal Process..

Iterative randomized robust linear regression

Sergios Theodoridis, Symeon Chouvardas, Yannis Kopsinis, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Supervised Learning: The Epilogue

Sergios Theodoridis, Konstantinos Koutroumbas, 2009 .

Robust Nonlinear Regression: A Greedy Approach Employing Kernels With Application to Image Denoising

Sergios Theodoridis, George Papageorgiou, Pantelis Bouboulis, 2016, IEEE Transactions on Signal Processing.

Multichannel fast QRD-LS adaptive filtering: new technique and algorithms

Sergios Theodoridis, Athanasios A. Rontogiannis, 1998, IEEE Trans. Signal Process..

A fully automated scheme for mammographic segmentation and classification based on breast density and asymmetry

Nikos Dimitropoulos, Sergios Theodoridis, Stylianos D. Tzikopoulos, 2011, Comput. Methods Programs Biomed..

CHAPTER 6 – Hidden Markov Models

Sergios Theodoridis, Konstantinos Koutroumbas, Dionisis Cavouras, 2010 .

A fully automated scheme for breast density estimation and asymmetry detection of mammograms

Sergios Theodoridis, Stylianos D. Tzikopoulos, Harris V. Georgiou, 2009, 2009 17th European Signal Processing Conference.

New fast QR decomposition least squares adaptive algorithms

Sergios Theodoridis, Athanasios A. Rontogiannis, 1998, IEEE Trans. Signal Process..

Adaptive Learning in a World of Projections

Sergios Theodoridis, Isao Yamada, Konstantinos Slavakis, 2011, IEEE Signal Processing Magazine.

Chapter 16 – Cluster Validity

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2006 .

Learning in Parametric Modeling: Basic Concepts and Directions

Sergios Theodoridis, S. Theodoridis, 2020, Machine Learning.

Image, video processing and analysis, hardware, audio, acoustic and speech processing

Sergios Theodoridis, Patrick A. Naylor, Anuj Srivastava, 2014 .

Communications and radar signal processing

Sergios Theodoridis, Rama Chellappa, Fulvio Gini, 2014 .

Machine Learning: A Bayesian and Optimization Perspective

Sergios Theodoridis, S. Theodoridis, 2015 .

Chapter 7 – Feature Generation II

Sergios Theodoridis, S. Theodoridis, 2006 .

On Training Optimization for Estimation of Correlated MIMO Channels in the Presence of Multiuser Interference

Sergios Theodoridis, Dimitrios Katselis, Eleftherios Kofidis, 2008, IEEE Transactions on Signal Processing.

The Complex Gaussian Kernel LMS Algorithm pdf

Sergios Theodoridis, Pantelis Bouboulis, P. Bouboulis, 2010, ICANN.

Adaptive Image Content-Based Exposure Control for Scanning Applications in Radiography

Sergios Theodoridis, Gang Li, Robert D. Speller, 2007, ACIVS.

Music Retrieval by Rhythmic Similarity Applied on Greek and African Traditional Music

Sergios Theodoridis, Marc Leman, Olmo Cornelis, 2007, ISMIR.

An efficient low complexity cluster-based MLSE equalizer for frequency-selective fading channels

Sergios Theodoridis, Yannis Kopsinis, Eleftherios Kofidis, 2006, IEEE Transactions on Wireless Communications.

Segmentation-based L-filtering of speckle noise in ultrasonic images

Sergios Theodoridis, Ioannis Pitas, Constantine Kotropoulos, 1994, Electronic Imaging.

A pipelined structure for QR adaptive LS system identification

Sergios Theodoridis, Angelos P. Varvitsiotis, 1991, IEEE Trans. Signal Process..

An optical music recognition system for the notation of the Orthodox Hellenic Byzantine Music

Sergios Theodoridis, Velissarios G. Gezerlis, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Locating Rhythmic Patterns in Music Recordings using Hidden Markov Models

Sergios Theodoridis, Aggelos Pikrakis, Iasonas Antonopoulos, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Classification of musical patterns using variable duration hidden Markov models

Sergios Theodoridis, Aggelos Pikrakis, Dimitris Kamarotos, 2004, IEEE Transactions on Audio, Speech, and Language Processing.

Chapter 9 – Context-Dependent Classification

Sergios Theodoridis, S. Theodoridis, 2006 .

Sliding Window Generalized Kernel Affine Projection Algorithm Using Projection Mappings

Sergios Theodoridis, Konstantinos Slavakis, K. Slavakis, 2008, EURASIP J. Adv. Signal Process..

Keyword-guided word spotting in historical printed documents using synthetic data and user feedback

Sergios Theodoridis, Ioannis Pratikakis, Stavros J. Perantonis, 2007, International Journal of Document Analysis and Recognition (IJDAR).

Support Vector Machine (SVM) classification through geometry

Sergios Theodoridis, Michael E. Mavroforakis, S. Theodoridis, 2005, 2005 13th European Signal Processing Conference.

Unsupervised learning of the brain connectivity dynamic using residual D-net pdf

Sergios Theodoridis, Manuel Morante Moreno, Yannis Kopsinis, 2018, ICONIP.

54 LOCATING THE NODES

Alfred O. Hero, Petar M. Djuric, Sergios Theodoridis, 2005 .

Interference rejection in PN spread-spectrum systems with LS linear phase FIR filters

Sergios Theodoridis, Nicholas Kalouptsidis, John G. Proakis, 1989, IEEE Trans. Commun..

Recognition of isolated musical patterns using discrete observation Hidden Markov models

Sergios Theodoridis, Aggelos Pikrakis, Dimitris Kamarotos, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Music tracking in audio streams from movies

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2008, 2008 IEEE 10th Workshop on Multimedia Signal Processing.

Complex Support Vector Machines for Regression and Quaternary Classification

Sergios Theodoridis, Pantelis Bouboulis, Charalampos Mavroforakis, 2013, IEEE Transactions on Neural Networks and Learning Systems.

Pattern Recognition, Fourth Edition

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2008 .

Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise

Sergios Theodoridis, Isao Yamada, Symeon Chouvardas, 2013, IEEE Signal Processing Letters.

14 FROM LINEAR ADAPTIVE FILTERING TO NONLINEAR INFORMATION PROCESSING

Rabab K. Ward, Petar M. Djuric, Sergios Theodoridis, 2006 .

Chapter 9 – Sparsity-Aware Learning: Concepts and Theoretical Foundations

Sergios Theodoridis, 2015 .

An Adaptive Projected Subgradient based algorithm for robust subspace tracking

Sergios Theodoridis, Symeon Chouvardas, Yannis Kopsinis, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sparsity-Aware Learning

Sergios Theodoridis, S. Theodoridis, 2015 .

Robust linear regression analysis - The greedy way

Sergios Theodoridis, George Papageorgiou, Pantelis Bouboulis, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

A highly parallel multichannel fast qrd-ls adaptive algorithm

Sergios Theodoridis, Athanasios A. Rontogiannis, 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

Chapter 2 – Classifiers Based on Bayes Decision Theory

Sergios Theodoridis, 2006 .

Classification: A Tour of the Classics

Sergios Theodoridis, Sergios Theodoridis, 2015 .

Sliding window online Kernel-based classification by projection mappings

Sergios Theodoridis, Konstantinos Slavakis, 2008, 2008 IEEE International Symposium on Circuits and Systems.

A greedy sparsity-promoting LMS for distributed adaptive learning in diffusion networks

Sergios Theodoridis, Nicholas Kalouptsidis, Gerasimos Mileounis, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Mammographic mass classification using textural features and descriptive diagnostic data

Sergios Theodoridis, Dionisis Cavouras, Michael E. Mavroforakis, 2002, 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628).

Context-Dependent Classification

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2009 .

Application of Neural Networks and Order Statistics Filters to Speckle Noise Reduction in Remote Sensing Imaging

Sergios Theodoridis, Ioannis Pitas, Constantine Kotropoulos, 1997 .

A Speech/Music Discriminator of Radio Recordings Based on Dynamic Programming and Bayesian Networks

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2008, IEEE Transactions on Multimedia.

Blind equalization of nonlinear channels using Hidden Markov Models

Sergios Theodoridis, Kristina Georgoulakis, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Efficient Symmetric Algorithms for the Modified Covariance Method for Autoregressive Spectral Analysis

Sergios Theodoridis, Kostas Berberidis, 1993, IEEE Trans. Signal Process..

Fast sliding transforms in transform-domain adaptive filtering

Sergios Theodoridis, Annamária R. Várkonyi-Kóczy, 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Chapter 8 – Template Matching

Sergios Theodoridis, Konstantinos Koutroumbas, 2009 .

CHAPTER 7 – Clustering

Sergios Theodoridis, Konstantinos Koutroumbas, Aggelos Pikrakis, 2010 .

New Levinson, Schur, and lattice type algorithms for linear phase filtering

Sergios Theodoridis, Kostas Berberidis, 1990, IEEE Trans. Acoust. Speech Signal Process..

Chapter 3 – Linear Classifiers

Sergios Theodoridis, 2006 .

Neural Networks and Deep Learning

Sergios Theodoridis, S. Theodoridis, 2015 .

Introduction to Pattern Recognition: A Matlab Approach

Sergios Theodoridis, Konstantinos Koutroumbas, Dionisis Cavouras, 2010 .

Guest Editorial Special Section on the 2013 IEEE International Symposium on Circuits and Systems (ISCAS 2013)

Sergios Theodoridis, Yong Lian, Shanthi Pavan, 2014, IEEE Trans. Circuits Syst. I Regul. Pap..

Chapter 5 – Feature Selection

Sergios Theodoridis, 2006 .

Chapter 11 – Clustering: Basic Concepts

Sergios Theodoridis, S. Theodoridis, 2006 .

The Augmented Complex Kernel LMS

Sergios Theodoridis, Michael E. Mavroforakis, Pantelis Bouboulis, 2011, IEEE Transactions on Signal Processing.

Semantic Image Retrieval

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

On OFDM/OQAM receivers

Sergios Theodoridis, Dimitrios Katselis, Eleftherios Kofidis, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Optimal training design for channel estimation in OFDM/OQAM cooperative systems

Sergios Theodoridis, Athanasios A. Rontogiannis, Christos Mavrokefalidis, 2013, 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

Sparsity-aware distributed learning

Sergios Theodoridis, Symeon Chouvardas, Yannis Kopsinis, 2016, Big Data over Networks.

A Sparsity Promoting Adaptive Algorithm for Distributed Learning

Sergios Theodoridis, Symeon Chouvardas, Konstantinos Slavakis, 2012, IEEE Transactions on Signal Processing.

A geometric approach to Support Vector Machine (SVM) classification

Sergios Theodoridis, Michael E. Mavroforakis, S. Theodoridis, 2006, IEEE Transactions on Neural Networks.

Online Kernel-Based Classification Using Adaptive Projection Algorithms

Sergios Theodoridis, Isao Yamada, Konstantinos Slavakis, 2008, IEEE Transactions on Signal Processing.

Blind and semi-blind equalization using hidden Markov models and clustering techniques

Sergios Theodoridis, Kristina Georgoulakis, 2000, Signal Process..

An Overview of Speech/Music Discrimination Techniques in the Context of Audio Recordings

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2008 .

Sparsity-Aware Learning and Compressed Sensing: An Overview pdf

Sergios Theodoridis, Konstantinos Slavakis, Yannis Kopsinis, 2012, ArXiv.

Pattern Recognition, Third Edition

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2006 .

Householder-Based RLS Algorithms

Sergios Theodoridis, Athanasios A. Rontogiannis, S. Theodoridis, 2009 .

An online algorithm for distributed dictionary learning

Sergios Theodoridis, Symeon Chouvardas, Yannis Kopsinis, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Message From the Outgoing Editor-in-Chief

Sergios Theodoridis, 2017, IEEE Trans. Signal Process..

Adaptive BLAST-type decision-feedback equalizers for DS-CDMA systems

Sergios Theodoridis, Athanasios A. Rontogiannis, Constantinos Rizogiannis, 2010, 2010 IEEE International Conference on Communication Systems.

Robust non-linear regression analysis: A greedy approach employing kernels and application to image denoising pdf

Sergios Theodoridis, George Papageorgiou, Pantelis Bouboulis, 2016, ArXiv.

New operators for fixed-point theory: The sparsity-aware learning case

Sergios Theodoridis, Konstantinos Slavakis, Yannis Kopsinis, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes

Nikos Dimitropoulos, Sergios Theodoridis, Dionisis A. Cavouras, 2007, Artif. Intell. Medicine.

An efficient block Newton-type algorithm

Sergios Theodoridis, Kostas Berberidis, S. Theodoridis, 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

Spatial Information System

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

Clustering: Basic Concepts

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2009 .

Training-based and blind algorithms for sparsity-aware distributed learning

Sergios Theodoridis, Nicholas Kalouptsidis, Gerasimos Mileounis, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Blind fMRI source unmixing via higher-order tensor decompositions

Sergios Theodoridis, Eleftherios Kofidis, Manuel Morante, 2019, Journal of Neuroscience Methods.

Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies

Sergios Theodoridis, Stavros J. Perantonis, Sofia Tsekeridou, 2011, Expert Syst. Appl..

Nonparametric Bayesian Deep Networks with Local Competition pdf

Sergios Theodoridis, Sotirios Chatzis, Konstantinos P. Panousis, 2018, ICML.

Adaptive structural analysis of music recordings

Sergios Theodoridis, Aggelos Pikrakis, 2009, 2009 17th European Signal Processing Conference.

Recognition of Isolated Musical Patterns Using Hidden Markov Models

Sergios Theodoridis, Aggelos Pikrakis, Dimitris Kamarotos, 2002, ICMAI.

Distributed robust subspace tracking

Sergios Theodoridis, Symeon Chouvardas, Yannis Kopsinis, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Chapter 16 – Probabilistic Graphical Models: Part II

Sergios Theodoridis, S. Theodoridis, 2015 .

Preamble-Based Channel Estimation for CP-OFDM and OFDM/OQAM Systems: A Comparative Study

Sergios Theodoridis, Athanasios A. Rontogiannis, Dimitrios Katselis, 2009, IEEE Transactions on Signal Processing.

Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted $\ell_{1}$ Balls

Sergios Theodoridis, Konstantinos Slavakis, Yannis Kopsinis, 2010, IEEE Transactions on Signal Processing.

Assisted dictionary learning for FMRI data analysis

Sergios Theodoridis, Manuel Morante Moreno, Yannis Kopsinis, 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Efficient clustering techniques for supervised and blind channel equalization in hostile environments

Sergios Theodoridis, Kristina Georgoulakis, 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

A Speech/Music Discriminator for Radio Recordings Using Bayesian Networks

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach

Sergios Theodoridis, Symeon Chouvardas, Yannis Kopsinis, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Gunshot detection in audio streams from movies by means of dynamic programming and Bayesian networks

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Generalized Thresholding Sparsity-Aware Online Learning in a Union of Subspaces pdf

Sergios Theodoridis, Konstantinos Slavakis, Steve McLaughlin, 2011, ArXiv.

Fast adaptive least squares algorithms for power spectral estimation

Sergios Theodoridis, Nicholas Kalouptsidis, N. Kalouptsidis, 1987, IEEE Trans. Acoust. Speech Signal Process..

Pattern Recognition Ed. 4

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2008 .

Pattern Recognition

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 1998, IEEE Trans. Neural Networks.

Sergios Theodoridis, Aggelos Pikrakis, Iasonas Antonopoulos, 2007 .

Spectral Clustering

Sergios Theodoridis, Konstantinos Koutroumbas, 2018, Encyclopedia of Database Systems.

Pipeline architecture for block adaptive LS FIR filtering and prediction

Sergios Theodoridis, 1990, IEEE Trans. Acoust. Speech Signal Process..

Statistical Database

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

A Bayesian Network Approach to Semantic Labelling of Text Formatting in XML Corpora of Documents

Sergios Theodoridis, Konstantinos Slavakis, Georgios Kouroupetroglou, 2007, HCI.

EURASIP and Academic Press Series in Signal and Image Processing

Sergios Theodoridis, 2010 .

Sparse Structure Enabled Grid Spectral Mixture Kernel for Temporal Gaussian Process Regression

Sergios Theodoridis, Tianshi Chen, Feng Yin, 2018, 2018 21st International Conference on Information Fusion (FUSION).

Bayesian Learning: Inference and the EM Algorithm

Sergios Theodoridis, Sergios Theodoridis, 2015 .

Co-channel interference rejection using clustering techniques and fuzzy inference

Sergios Theodoridis, Yannis Kopsinis, 2000, 2000 10th European Signal Processing Conference.

Speech-music discrimination: A deep learning perspective

Sergios Theodoridis, Aggelos Pikrakis, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Trading off Complexity With Communication Costs in Distributed Adaptive Learning via Krylov Subspaces for Dimensionality Reduction

Sergios Theodoridis, Symeon Chouvardas, Konstantinos Slavakis, 2013, IEEE Journal of Selected Topics in Signal Processing.

CHAPTER 4 – Feature Selection

Sergios Theodoridis, Konstantinos Koutroumbas, Dionisis Cavouras, 2010 .

Special Issue on Advances in Kernel-Based Learning for Signal Processing

Sergios Theodoridis, Klaus-Robert Müller, Kenji Fukumizu, 2013 .

Robust image denoising in RKHS via orthogonal matching pursuit

Sergios Theodoridis, George Papageorgiou, Pantelis Bouboulis, 2014, 2014 4th International Workshop on Cognitive Information Processing (CIP).

Pattern classification formulated as a missing data task: The audio genre classification case

Sergios Theodoridis, Symeon Chouvardas, Yannis Kopsinis, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Online Kernel-Based Classification by Projections

Sergios Theodoridis, Isao Yamada, Konstantinos Slavakis, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Audio-Visual Fusion for Detecting Violent Scenes in Videos

Sergios Theodoridis, Stavros J. Perantonis, Theodoros Giannakopoulos, 2010, SETN.

A fast algorithm for block LS design of FIR filters with linear phase and optimum lag

Sergios Theodoridis, Nicholas Kalouptsidis, 1987, IEEE Trans. Acoust. Speech Signal Process..

Emerging Machine Learning Techniques in Signal Processing

Sergios Theodoridis, Aníbal R. Figueiras-Vidal, Theodoros Evgeniou, 2008, EURASIP J. Adv. Signal Process..

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features

Sergios Theodoridis, Symeon Chouvardas, Pantelis Bouboulis, 2017, IEEE Transactions on Signal Processing.

Preamble-based channel estimation in OFDM/OQAM systems: A review

Sergios Theodoridis, Athanasios A. Rontogiannis, Dimitrios Katselis, 2013, Signal Process..

Channel equalization for coded signals in hostile environments

Sergios Theodoridis, Kristina Georgoulakis, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Editorial

Sergios Theodoridis, Keshab K. Parhi, An-Yeu Wu, 2003, EURASIP J. Adv. Signal Process..

A post-classification scheme for an OCR system for the notation of the Orthodox Hellenic Byzantine Music

Sergios Theodoridis, Velissarios G. Gezerlis, 2000, 2000 10th European Signal Processing Conference.

Clustering Algorithms IV

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2006 .

Adaptive non-linear equalisation of digital communications channels

Sergios Theodoridis, Colin Cowan, C. P. Callender, 1994, Signal Process..

A Multi-Class Audio Classification Method With Respect To Violent Content In Movies Using Bayesian Networks

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2007, 2007 IEEE 9th Workshop on Multimedia Signal Processing.

Feature Generation II

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2009 .

Greedy Sparsity-Promoting Algorithms for Distributed Learning

Sergios Theodoridis, Nicholas Kalouptsidis, Gerasimos Mileounis, 2014, IEEE Transactions on Signal Processing.

Pipelined algorithm for LS FIR filters with symmetric impulse response

Sergios Theodoridis, Nicholas Kalouptsidis, Dimitri Bakirtzis, 1990, IEEE Trans. Acoust. Speech Signal Process..

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data pdf

Sergios Theodoridis, Manuel Morante Moreno, Yiannis Kopsinis, 2016, LVA/ICA.

Academic Press Library in Signal Processing, Volume 3: Array and Statistical Signal Processing

Sergios Theodoridis, Rama Chellappa, R. Chellappa, 2013 .

Optical character recognition of the Orthodox Hellenic Byzantine Music notation

Sergios Theodoridis, Velissarios G. Gezerlis, S. Theodoridis, 2002, Pattern Recognit..

Chapter 16 – Cluster Validity

Sergios Theodoridis, 2006 .

Hierarchical Feature Fusion for Visual Tracking

Sergios Theodoridis, Stavros J. Perantonis, Dimitrios I. Kosmopoulos, 2007, 2007 IEEE International Conference on Image Processing.

Robust kernel-based regression using Orthogonal Matching Pursuit

Sergios Theodoridis, George Papageorgiou, Pantelis Bouboulis, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Semi-blind maximum-likelihood joint channel/data estimation for correlated channels in multiuser MIMO networks

Sergios Theodoridis, Constantinos B. Papadias, Constantinos Rizogiannis, 2010, Signal Process..

Adaptation and Learning over Complex Networks [From the Guest Editors]

Sergios Theodoridis, Isao Yamada, Ali H. Sayed, 2013, IEEE Signal Process. Mag..

Array and statistical signal processing

Sergios Theodoridis, Rama Chellappa, Abdelhak M. Zoubir, 2014 .

Scale-Out Databases

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

A Novel Efficient Cluster-Based MLSE Equalizer for Satellite Communication Channels with-QAM Signaling

Sergios Theodoridis, Yannis Kopsinis, Vassilis Dalakas, 2006, EURASIP J. Adv. Signal Process..

Pattern Recognition and Neural Networks

Sergios Theodoridis, Konstantinos Koutroumbas, 2001, Machine Learning and Its Applications.

Speech/music discrimination for radio broadcasts using a hybrid HMM-Bayesian Network architecture

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2006, 2006 14th European Signal Processing Conference.

A dimensional approach to emotion recognition of speech from movies

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Music meter and tempo tracking from raw polyphonic audio

Sergios Theodoridis, Aggelos Pikrakis, Iasonas Antonopoulos, 2004, ISMIR.

On the perfect reconstruction problem in N-band multirate maximally decimated FIR filter banks

Sergios Theodoridis, Nicholas Kalouptsidis, Eleftherios Kofidis, 1996, IEEE Trans. Signal Process..

Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach

Sergios Theodoridis, Symeon Chouvardas, Konstantinos Slavakis, 2013, ALCOSP.

Clustering Algorithms II: Hierarchical Algorithms

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2009 .

Adaptive algorithm for sparse system identification using projections onto weighted ℓ1 balls

Sergios Theodoridis, Konstantinos Slavakis, Yannis Kopsinis, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Robust adaptive nonlinear beamforming by kernels and projection mappings

Sergios Theodoridis, Isao Yamada, Konstantinos Slavakis, 2008, 2008 16th European Signal Processing Conference.

Affinely constrained online learning and its application to beamforming

Sergios Theodoridis, Konstantinos Slavakis, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Chapter 8 – Template Matching

Sergios Theodoridis, 2006 .

Trading off communications bandwidth with accuracy in adaptive diffusion networks

Sergios Theodoridis, Symeon Chouvardas, Konstantinos Slavakis, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Chapter 10 – System Evaluation

Sergios Theodoridis, Konstantinos Koutroumbas, 2006 .

A Multimodal Approach to Violence Detection in Video Sharing Sites

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2010, 2010 20th International Conference on Pattern Recognition.

Distributed Set-Theoretic Parameter Estimation in Networks with Ambiguous Measurements

Sergios Theodoridis, Kostas Berberidis, Dimitris Ampeliotis, 2018, 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

(SPECIAL SECTION - SIGNAL PROCESSING FOR SOUND SYNTHESIS )

Rabab K. Ward, Petar M. Djuric, Sergios Theodoridis, 2007 .

PARAFAC2 and its block term decomposition analog for blind fMRI source unmixing

Sergios Theodoridis, Eleftherios Kofidis, Christos Chatzichristos, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

A novel cluster based MLSE equalizer for 2-PAM signaling scheme

Sergios Theodoridis, Yannis Kopsinis, 2002, 2002 11th European Signal Processing Conference.

Widely linear kernel-based adaptive filters

Sergios Theodoridis, Michael E. Mavroforakis, Pantelis Bouboulis, 2011, 2011 19th European Signal Processing Conference.

A novel SVM Geometric Algorithm based on Reduced Convex Hulls

Sergios Theodoridis, Michael E. Mavroforakis, Margaritis Sdralis, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Adaptive BLAST-type decision-feedback equalizers for DS-CDMA systems

Sergios Theodoridis, Constantinos Rizogiannis, Eleftherios Kofidist, 2010 .

Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors]

Sergios Theodoridis, Klaus-Robert Müller, Kenji Fukumizu, 2013, IEEE Signal Process. Mag..

Online Learning in Reproducing Kernel Hilbert Spaces

Sergios Theodoridis, Pantelis Bouboulis, Konstantinos Slavakis, 2014 .

On perfect-reconstruction FIR filter banks

Sergios Theodoridis, Nicholas Kalouptsidis, Eleftherios Kofidis, 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

Vibrato detection in Byzantine Chant Music

Sergios Theodoridis, Georgios Chrysochoidis, Georgios Kouroupetroglou, 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

Signal processing theory and machine learning

Sergios Theodoridis, Rama Chellappa, Johan A. K. Suykens, 2014 .

An Application of Empirical Mode Decomposition on Tempo Induction from Music Recordings

Sergios Theodoridis, Aggelos Pikrakis, 2007, ISMIR.

Chapter 17 – Particle Filtering

Sergios Theodoridis, S. Theodoridis, 2015 .

An efficient low complexity clustering-based MLSE equalizer for frequency-selective fading channels

Sergios Theodoridis, Yannis Kopsinis, Eleftherios Kofidis, 2004, 2004 12th European Signal Processing Conference.

Efficient adaptive equalization of doubly dispersive channels in MIMO-FBMC/OQAM systems

Sergios Theodoridis, Athanasios A. Rontogiannis, Christos Mavrokefalidis, 2014, 2014 11th International Symposium on Wireless Communications Systems (ISWCS).

Structured Text Retrieval

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

Subjective image quality of lateral cephalometric radiographs with and without applying a predicting model

Sergios Theodoridis, Gary J. Royle, Harris V. Georgiou, 2008 .

Adapt-Align-Combine for diffusion-based distributed dictionary learning

Sergios Theodoridis, Kostas Berberidis, Dimitris Ampeliotis, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Ieee Transactions on Signal Processing Extension of Wirtinger's Calculus to Reproducing Kernel Hilbert Spaces and the Complex Kernel Lms

Sergios Theodoridis, Pantelis Bouboulis, P. Bouboulis, 2022 .

The 11th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAW 2010)

Erkki Oja, Sergios Theodoridis, Oscar C. Au, 2010 .

Training-Based Estimation of Correlated MIMO Fading Channels in the Presence of Colored Interference

Sergios Theodoridis, Dimitrios Katselis, Eleftherios Kofidis, 2007, 2007 IEEE International Symposium on Circuits and Systems.

A dynamic programming approach to speech/music discrimination of radio recordings

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2007, 2007 15th European Signal Processing Conference.

Fast Newton transversal filters-a new class of adaptive estimation algorithms

Sergios Theodoridis, George V. Moustakides, G. Moustakides, 1991, IEEE Trans. Signal Process..

A normalized lattice algorithm for AR spectral analysis and system identification filters with symmetric impulse response

Sergios Theodoridis, Kostas Berberidis, 1990, IEEE Trans. Acoust. Speech Signal Process..

Preamble Design for Channel Estimation in OFDM/OQAM Cooperative Systems

Sergios Theodoridis, Athanasios A. Rontogiannis, Christos Mavrokefalidis, 2013, ISWCS.

Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization

Sergios Theodoridis, Konstantinos Slavakis, Pantelis Bouboulis, 2010, IEEE Transactions on Image Processing.

FMRI unmixing via properly adjusted dictionary learning

Sergios Theodoridis, Harris V. Georgiou, Yannis Kopsinis, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Generalized thresholding sparsity-aware algorithm for low complexity online learning

Sergios Theodoridis, Konstantinos Slavakis, Steve McLaughlin, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Semi-Structured Data

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach

Sergios Theodoridis, Symeon Chouvardas, Yannis Kopsinis, 2015, IEEE Transactions on Signal Processing.

A novel efficient approach for audio segmentation

Sergios Theodoridis, Theodoros Giannakopoulos, Aggelos Pikrakis, 2008, 2008 19th International Conference on Pattern Recognition.

A hierarchical feature fusion framework for adaptive visual tracking

Sergios Theodoridis, Stavros J. Perantonis, Dimitrios I. Kosmopoulos, 2011, Image Vis. Comput..

Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series

Sergios Theodoridis, Tianshi Chen, Feng Yin, 2020, IEEE Transactions on Signal Processing.

Scene Change Detection

Tim Furche, Steffen Staab, Yanchun Zhang, 2009, Encyclopedia of Database Systems.

Distributed robust labeling of audio sources in heterogeneous wireless sensor networks

Sergios Theodoridis, Michael Muma, Abdelhak M. Zoubir, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Online Learning: the Stochastic Gradient Descent Family of Algorithms

Sergios Theodoridis, Sergios Theodoridis, S. Theodoridis, 2020 .

On inverse factorization adaptive least-squares algorithms

Sergios Theodoridis, Athanasios A. Rontogiannis, 1996, Signal Process..

Recognition of isolated musical patterns in the context of Greek traditional music

Sergios Theodoridis, Aggelos Pikrakis, Dimitris Kamarotos, 1996, Proceedings of Third International Conference on Electronics, Circuits, and Systems.

Heterogeneous and Multitask Wireless Sensor Networks—Algorithms, Applications, and Challenges

Sergios Theodoridis, Marc Moonen, Alexander Bertrand, 2017, IEEE Journal of Selected Topics in Signal Processing.

Robust Linear Regression Analysis— A Greedy Approach

Sergios Theodoridis, George Papageorgiou, Pantelis Bouboulis, 2014, IEEE Transactions on Signal Processing.

Information Assisted Dictionary Learning for fMRI Data Analysis

Sergios Theodoridis, Yannis Kopsinis, Athanassios Protopapas, 2018, IEEE Access.

Complex support vector machines for quaternary classification

Sergios Theodoridis, Pantelis Bouboulis, E. Theodoridou, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Wavelet-based medical image compression

Sergios Theodoridis, Nicholas Kolokotronis, Dionisis A. Cavouras, 1999, Future Gener. Comput. Syst..

Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks

Sergios Theodoridis, Symeon Chouvardas, Konstantinos Slavakis, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Adaptive Constrained Learning in Reproducing Kernel Hilbert Spaces: The Robust Beamforming Case

Sergios Theodoridis, Isao Yamada, Konstantinos Slavakis, 2009, IEEE Transactions on Signal Processing.

Introduction to the issue on adaptation and learning over complex networks

Sergios Theodoridis, Isao Yamada, Ali H. Sayed, 2013, IEEE J. Sel. Top. Signal Process..

A new fast block adaptive algorithm

Sergios Theodoridis, Kostas Berberidis, S. Theodoridis, 1999, IEEE Trans. Signal Process..

On the least-squares performance of a novel efficient center estimation method for clustering-based MLSE equalization

Sergios Theodoridis, Yannis Kopsinis, Eleftherios Kofidis, 2004, IEEE Transactions on Signal Processing.

Adaptive Kernel-Based Image Denoising Employing

Sergios Theodoridis, Pantelis Bouboulis, Konstantinos Slavakis, 2010 .

Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case

Sergios Theodoridis, Konstantinos Slavakis, Pantelis Bouboulis, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Proceedings of the 6th International PARLE Conference on Parallel Architectures and Languages Europe

Sergios Theodoridis, George Philokyprou, Constantine Halatsis, 1994 .

Extension of Wirtinger calculus in RKH spaces and the Complex Kernel LMS

Sergios Theodoridis, Pantelis Bouboulis, P. Bouboulis, 2010, 2010 IEEE International Workshop on Machine Learning for Signal Processing.

Spectral Clustering

Sergios Theodoridis, Konstantinos Koutroumbas, 2009, Encyclopedia of Database Systems.

Efficient structurally symmetric algorithms for least squares FIR filters with linear phase

Sergios Theodoridis, Nicholas Kalouptsidis, 1988, IEEE Trans. Acoust. Speech Signal Process..

Efficient KLMS and KRLS algorithms: A random fourier feature perspective

Sergios Theodoridis, Pantelis Bouboulis, Spyridon Pougkakiotis, 2016, 2016 IEEE Statistical Signal Processing Workshop (SSP).

Chapter 15 – Clustering Algorithms IV

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2009 .

Pattern Recognition & Matlab Intro

Sergios Theodoridis, Konstantinos Koutroumbas, 2010 .

Robust regression in RKHS — An overview

Sergios Theodoridis, George Papageorgiou, Pantelis Bouboulis, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Enhanced design matrix for task-related fMRI data analysis

Sergios Theodoridis, Yannis Kopsinis, Christos Chatzichristos, 2021, NeuroImage.

Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness pdf

Sergios Theodoridis, Sotirios Chatzis, Konstantinos P. Panousis, 2021, ArXiv.

Dialog speech sentiment classification for imbalanced datasets

Sergios Theodoridis, Sotirios Chatzis, Georgina Tryfou, 2021, SPECOM.

Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition

Sergios Theodoridis, Sotirios Chatzis, Konstantinos P. Panousis, 2021, ISVC.

Advances in Machine Learning and Deep Neural Networks

Sergios Theodoridis, André van Schaik, Rama Chellappa, 2021, Proc. IEEE.

Local Competition and Stochasticity for Adversarial Robustness in Deep Learning

Sergios Theodoridis, Sotirios Chatzis, Konstantinos P. Panousis, 2021, AISTATS.

I-IMAS: A 1.5D sensor for high-resolution scanning

Sergios Theodoridis, Gary J. Royle, Robert D. Speller, 2007 .

Online kernel receiver for multiaccess MIMO channels

Sergios Theodoridis, Konstantinos Slavakis, Pantelis Bouboulis, 2009, 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications.

Signal processing IX : theories and applications : proceedings of EUSIPCO-98, Ninth European Signal Processing Conference, Rhodes, Greece, 8-11 September 1998

Sergios Theodoridis, Eusipco, 1998 .

Clustering Algorithms I: Sequential Algorithms

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2009 .

Application of the maximum entropy spectrum analysis technique to signals with spectral peaks of finite width

Sergios Theodoridis, D. C. Cooper, S. Theodoridis, 1981 .

Clustering Algorithms III: Schemes Based on Function Optimization

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2009 .

IMAGE COMPRESSION USING AFFINE FRACTAL INTERPOLATION ON RECTANGULAR LATTICES

Sergios Theodoridis, Pantelis Bouboulis, P. Bouboulis, 2006 .

Significance analysis of qualitative mammographic features, using linear classifiers, neural networks and support vector machines.

Harris Georgiou, Michael Mavroforakis, Nikos Dimitropoulos, 2005, European journal of radiology.

An adaptive LS algorithm based on orthogonal Householder transformations

Sergios Theodoridis, A. A. Rontogiannis, 1996, Proceedings of Third International Conference on Electronics, Circuits, and Systems.

Perfect-reconstruction FIR filter banks with mirror-image symmetry

Sergios Theodoridis, Nicholas Kalouptsidis, Eleftherios Kofidis, 1996, Proceedings of Third International Conference on Electronics, Circuits, and Systems.

Surface wind speed extraction from HF sky wave radar Doppler spectra

Sergios Theodoridis, S. Theodoridis, P. E. Dexter, 1982 .

Chapter 6 – Feature Generation I: Data Transformation and Dimensionality Reduction

Sergios Theodoridis, Konstantinos Koutroumbas, S. Theodoridis, 2009 .

Non-linear adaptive equalisation using a switched coefficient adaptive filter

Sergios Theodoridis, Colin F. N. Cowan, C. P. Callender, 1991 .

91 FADS AND FALLACIES IN THE NAME OF SMALL-SAMPLE MICROARRAY CLASSIFICATION

Rabab K. Ward, Petar M. Djuric, Sergios Theodoridis, 2007 .

Adaptation and Learning over Complex Networks

Sergios Theodoridis, Isao Yamada, Ali H. Sayed, 2013 .

Acoustic analysis of musical intervals in modern Byzantine Chant scales.

Sergios Theodoridis, Georgios Kouroupetroglou, Dimitrios Delviniotis, 2008, The Journal of the Acoustical Society of America.