| A geometric approach to support vector machine (SVM) classification ME Mavroforakis, S Theodoridis IEEE transactions on neural networks 17 (3), 671-682, 2006 | 435 | 2006 |
| 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 |
| 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 | 150 | 2006 |
| Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes H Georgiou, M Mavroforakis, N Dimitropoulos, D Cavouras, S Theodoridis Artificial Intelligence in Medicine 41 (1), 39-55, 2007 | 69 | 2007 |
| Significance analysis of qualitative mammographic features, using linear classifiers, neural networks and support vector machines M Mavroforakis, H Georgiou, N Dimitropoulos, D Cavouras, S Theodoridis European Journal of Radiology 54 (1), 80-89, 2005 | 62 | 2005 |
| The augmented complex kernel LMS P Bouboulis, S Theodoridis, M Mavroforakis IEEE Transactions on Signal Processing 60 (9), 4962-4967, 2012 | 52 | 2012 |
| A geometric nearest point algorithm for the efficient solution of the SVM classification task ME Mavroforakis, M Sdralis, S Theodoridis IEEE Transactions on Neural Networks 18 (5), 1545-1549, 2007 | 50 | 2007 |
| Reduced convex hulls: a geometric approach to support vector machines [lecture notes] S Theodoridis, M Mavroforakis IEEE Signal Processing Magazine 24 (3), 119-122, 2007 | 31 | 2007 |
| A novel SVM geometric algorithm based on reduced convex hulls ME Mavroforakis, M Sdralis, S Theodoridis 18th International Conference on Pattern Recognition (ICPR'06) 2, 564-568, 2006 | 31 | 2006 |
| Reproducing kernel Hilbert spaces and fractal interpolation P Bouboulis, M Mavroforakis Journal of Computational and Applied Mathematics 235 (12), 3425-3434, 2011 | 26 | 2011 |
| Mammographic mass classification using textural features and descriptive diagnostic data ME Mavroforakis, HV Georgiou, D Cavouras, N Dimitropoulos, ... 2002 14th International Conference on Digital Signal Processing Proceedings …, 2002 | 26 | 2002 |
| Support Vector Machine (SVM) classification through geometry ME Mavroforakis, S Theodoridis 2005 13th European Signal Processing Conference, 1-4, 2005 | 24 | 2005 |
| A fully automated complete segmentation scheme for mammograms S Tzikopoulos, H Georgiou, M Mavroforakis, N Dimitropoulos, ... 2009 16th international conference on digital signal processing, 1-6, 2009 | 14 | 2009 |
| A game-theoretic approach to weighted majority voting for combining SVM classifiers H Georgiou, M Mavroforakis, S Theodoridis International Conference on Artificial Neural Networks, 284-292, 2006 | 12 | 2006 |
| A game-theoretic framework for classifier ensembles using weighted majority voting with local accuracy estimates HV Georgiou, ME Mavroforakis arXiv preprint arXiv:1302.0540, 2013 | 9 | 2013 |
| A fully automated scheme for breast density estimation and asymmetry detection of mammograms S Tzikopoulos, H Georgiou, M Mavroforakis, S Theodoridis 2009 17th European Signal Processing Conference, 1869-1873, 2009 | 8 | 2009 |
| Geometric approach to statistical learning theory through support vector machines (SVM) with application to medical diagnosis ME Mavroforakis National and Kapodistrian University of Athens, Greece, 2008 | 4 | 2008 |
| Multi-resolution morphological analysis and classification of mammographic masses using shape, spectral and wavelet features HV Georgiou, ME Mavroforakis, D Cavouras, N Dimitropoulos, ... 2002 14th International Conference on Digital Signal Processing Proceedings …, 2002 | 4 | 2002 |
| Widely linear kernel-based adaptive filters P Bouboulis, S Theodoridis, M Mavroforakis 2011 19th European Signal Processing Conference, 941-945, 2011 | 3 | 2011 |
| Shape-based tumor retrieval in mammograms using relevance-feedback techniques SD Tzikopoulos, HV Georgiou, ME Mavroforakis, S Theodoridis Artificial Neural Networks–ICANN 2010: 20th International Conference …, 2010 | 3 | 2010 |
