The global k-means clustering algorithm A Likas, N Vlassis, J J Verbeek
Pattern recognition 36 (2), 451-461, 2003
1910 2003 Artificial neural networks for solving ordinary and partial differential equations IE Lagaris, A Likas, DI Fotiadis
Neural Networks, IEEE Transactions on 9 (5), 987-1000, 1998
768 1998 The variational approximation for Bayesian inference DG Tzikas, AC Likas, NP Galatsanos
IEEE Signal Processing Magazine 25 (6), 131-146, 2008
566 2008 A greedy EM algorithm for Gaussian mixture learning N Vlassis, A Likas
Neural Processing Letters 15 (1), 77-87, 2002
379 2002 A spatially constrained mixture model for image segmentation K Blekas, A Likas, NP Galatsanos, IE Lagaris
IEEE transactions on Neural Networks 16 (2), 494-498, 2005
272 2005 A variational approach for Bayesian blind image deconvolution AC Likas, NP Galatsanos
IEEE transactions on signal processing 52 (8), 2222-2233, 2004
238 2004 The MinMax k-Means clustering algorithm G Tzortzis, A Likas
Pattern Recognition 47 (7), 2505-2516, 2014
213 2014 Neural-network methods for boundary value problems with irregular boundaries IE Lagaris, AC Likas, DG Papageorgiou
Neural Networks, IEEE Transactions on 11 (5), 1041-1049, 2000
199 2000 A class-adaptive spatially variant mixture model for image segmentation C Nikou, NP Galatsanos, AC Likas
Image Processing, IEEE Transactions on 16 (4), 1121-1130, 2007
190 2007 Characterization of clustered microcalcifications in digitized mammograms using neural networks and support vector machines A Papadopoulos, DI Fotiadis, A Likas
Artificial intelligence in medicine 34 (2), 141-150, 2005
187 2005 Bayesian feature and model selection for Gaussian mixture models C Constantinopoulos, MK Titsias, A Likas
IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (6), 1013-1018, 2006
183 2006 Kernel-based weighted multi-view clustering G Tzortzis, A Likas
2012 IEEE 12th international conference on data mining, 675-684, 2012
176 2012 The Global Kernel-Means Algorithm for Clustering in Feature Space GF Tzortzis, AC Likas
Neural Networks, IEEE Transactions on 20 (7), 1181-1194, 2009
157 2009 Scene detection in videos using shot clustering and sequence alignment VT Chasanis, AC Likas, NP Galatsanos
Multimedia, IEEE Transactions on 11 (1), 89-100, 2009
149 2009 An automatic microcalcification detection system based on a hybrid neural network classifier A Papadopoulos, DI Fotiadis, A Likas
Artificial intelligence in Medicine 25 (2), 149-167, 2002
146 2002 An ischemia detection method based on artificial neural networks C Papaloukas, DI Fotiadis, A Likas, LK Michalis
Artificial intelligence in medicine 24 (2), 167-178, 2002
141 2002 Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis Y Goletsis, C Papaloukas, DI Fotiadis, A Likas, LK Michalis
IEEE transactions on Biomedical Engineering 51 (10), 1717-1725, 2004
129 2004 Artificial neural network methods in quantum mechanics IE Lagaris, A Likas, DI Fotiadis
Computer Physics Communications 104 (1-3), 1-14, 1997
121 1997 Variational Bayesian Image Restoration Based on a Product of G Chantas, N Galatsanos, A Likas, M Saunders
Image Processing, IEEE Transactions on 17 (10), 1795-1805, 2008
115 2008 A kurtosis-based dynamic approach to Gaussian mixture modeling N Vlassis, A Likas
IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 1999
113 1999 