Παρακολούθηση
Michael Mavroforakis
Michael Mavroforakis
Research Assistant Professor, University of Houston
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα uh.edu
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
A geometric approach to support vector machine (SVM) classification
ME Mavroforakis, S Theodoridis
IEEE transactions on neural networks 17 (3), 671-682, 2006
4302006
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
1702011
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
1502006
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
692007
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
632005
The augmented complex kernel LMS
P Bouboulis, S Theodoridis, M Mavroforakis
IEEE Transactions on Signal Processing 60 (9), 4962-4967, 2012
512012
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
502007
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
312007
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
312006
Reproducing kernel Hilbert spaces and fractal interpolation
P Bouboulis, M Mavroforakis
Journal of Computational and Applied Mathematics 235 (12), 3425-3434, 2011
262011
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
262002
Support Vector Machine (SVM) classification through geometry
ME Mavroforakis, S Theodoridis
2005 13th European Signal Processing Conference, 1-4, 2005
242005
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
142009
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
122006
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
92013
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
92009
Geometric Approach to Statistical Learning Theory Through Support Vector Machines (SVM) with Application to Medical Diagnosis
ME Mavroforakis
PhD thesis, School of Science, Department of Informatics and Telecommunications, 2008
42008
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
42002
Widely linear kernel-based adaptive filters
P Bouboulis, S Theodoridis, M Mavroforakis
2011 19th European Signal Processing Conference, 941-945, 2011
32011
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
32010
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