Pattern recognition. S Theodoridis, K Koutroumbas
IEEE Transactions on Neural Networks, 2009
12302 2009 Machine learning: a Bayesian and optimization perspective S Theodoridis
Academic press, 2015
1115 * 2015 Introduction to pattern recognition: a matlab approach S Theodoridis, A Pikrakis, K Koutroumbas, D Cavouras
Academic Press, 2010
633 2010 Backpropagation learning for multilayer feed-forward neural networks using the conjugate gradient method EM Johansson, FU Dowla, DM Goodman
International Journal of Neural Systems 2 (04), 291-301, 1991
506 1991 A geometric approach to support vector machine (SVM) classification ME Mavroforakis, S Theodoridis
IEEE transactions on neural networks 17 (3), 671-682, 2006
447 2006 Efficient least squares adaptive algorithms for FIR transversal filtering GO Glentis, K Berberidis, S Theodoridis
IEEE signal processing magazine 16 (4), 13-41, 1999
410 1999 Preamble-based channel estimation in OFDM/OQAM systems: A review E Kofidis, D Katselis, A Rontogiannis, S Theodoridis
Signal processing 93 (7), 2038-2054, 2013
284 2013 Pattern recognition K Koutroumbas, S Theodoridis
Academic Press, 2008
270 2008 Adaptive system identification and signal processing algorithms N Kalouptsidis, S Theodoridis
Prentice-Hall, Inc., 1993
265 1993 Adaptive learning in a world of projections S Theodoridis, K Slavakis, I Yamada
IEEE Signal Processing Magazine 28 (1), 97-123, 2010
260 2010 Toward the 6G network era: Opportunities and challenges I Tomkos, D Klonidis, E Pikasis, S Theodoridis
IT Professional 22 (1), 34-38, 2020
234 2020 Extension of Wirtinger's calculus to reproducing kernel Hilbert spaces and the complex kernel LMS P Bouboulis, S Theodoridis
IEEE Transactions on Signal Processing 59 (3), 964-978, 2010
197 2010 FedLoc: Federated learning framework for data-driven cooperative localization and location data processing F Yin, Z Lin, Q Kong, Y Xu, D Li, S Theodoridis, SR Cui
IEEE Open Journal of Signal Processing 1, 187-215, 2020
188 2020 Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted Y Kopsinis, K Slavakis, S Theodoridis
IEEE Transactions on Signal Processing 59 (3), 936-952, 2010
185 2010 Adaptive robust distributed learning in diffusion sensor networks S Chouvardas, K Slavakis, S Theodoridis
IEEE Transactions on Signal Processing 59 (10), 4692-4707, 2011
184 2011 A fully automated scheme for mammographic segmentation and classification based on breast density and asymmetry SD Tzikopoulos, ME Mavroforakis, HV Georgiou, N Dimitropoulos, ...
computer methods and programs in biomedicine 102 (1), 47-63, 2011
172 2011 Violence content classification using audio features T Giannakopoulos, D Kosmopoulos, A Aristidou, S Theodoridis
Advances in Artificial Intelligence: 4th Helenic Conference on AI, SETN 2006 …, 2006
169 2006 Keyword-guided word spotting in historical printed documents using synthetic data and user feedback T Konidaris, B Gatos, K Ntzios, I Pratikakis, S Theodoridis, SJ Perantonis
International Journal of Document Analysis and Recognition (IJDAR) 9, 167-177, 2007
161 2007 Audio-visual fusion for detecting violent scenes in videos T Giannakopoulos, A Makris, D Kosmopoulos, S Perantonis, ...
Artificial Intelligence: Theories, Models and Applications: 6th Hellenic …, 2010
152 2010 Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers ME Mavroforakis, HV Georgiou, N Dimitropoulos, D Cavouras, ...
Artificial intelligence in medicine 37 (2), 145-162, 2006
152 2006 