Michael E. Mavroforakis

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 1

Top Topics

Classifier Ensemble

Machine Learning

Linkage Analysis

Weighted Majority Voting

Top Venues

Publications

Michael E. Mavroforakis, Harris V. Georgiou
Genetic profiling of olives for location of origin and variety discrimination using Machine Learning. IoTaIS (2022)
Harris V. Georgiou, Michael E. Mavroforakis
A game-theoretic framework for classifier ensembles using weighted majority voting with local accuracy estimates CoRR (2013)
Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
The Augmented Complex Kernel LMS. IEEE Trans. Signal Process. 60 (9) (2012)
Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
Widely linear kernel-based adaptive filters. EUSIPCO (2011)
Stylianos D. Tzikopoulos, Michael E. Mavroforakis, Harris V. Georgiou, Nikos Dimitropoulos, Sergios Theodoridis
A fully automated scheme for mammographic segmentation and classification based on breast density and asymmetry. Comput. Methods Programs Biomed. 102 (1) (2011)
Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
The Augmented Complex Kernel LMS CoRR (2011)
Pantelis Bouboulis, Michael E. Mavroforakis
Reproducing Kernel Hilbert Spaces and fractal interpolation. J. Comput. Appl. Math. 235 (12) (2011)
Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis
Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques. ICANN (1) (2010)
Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis
A fully automated scheme for breast density estimation and asymmetry detection of mammograms. EUSIPCO (2009)
Stylianos D. Tzikopoulos, Harris V. Georgiou, Michael E. Mavroforakis, Nikos Dimitropoulos, Sergios Theodoridis
A fully automated complete segmentation scheme for mammograms. DPS (2009)
Harris V. Georgiou, Michael E. Mavroforakis, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis
Multi-scaled morphological features for the characterization of mammographic masses using statistical classification schemes. Artif. Intell. Medicine 41 (1) (2007)
Michael E. Mavroforakis, Margaritis Sdralis, Sergios Theodoridis
A Geometric Nearest Point Algorithm for the Efficient Solution of the SVM Classification Task. IEEE Trans. Neural Networks 18 (5) (2007)
Sergios Theodoridis, Michael E. Mavroforakis
Reduced Convex Hulls: A Geometric Approach to Support Vector Machines [Lecture Notes]. IEEE Signal Process. Mag. 24 (3) (2007)
Michael E. Mavroforakis, Margaritis Sdralis, Sergios Theodoridis
A novel SVM Geometric Algorithm based on Reduced Convex Hulls. ICPR (2) (2006)
Michael E. Mavroforakis, Sergios Theodoridis
A geometric approach to Support Vector Machine (SVM) classification. IEEE Trans. Neural Networks 17 (3) (2006)
Michael E. Mavroforakis, Harris V. Georgiou, Nikos Dimitropoulos, Dionisis A. Cavouras, Sergios Theodoridis
Mammographic masses characterization based on localized texture and dataset fractal analysis using linear, neural and support vector machine classifiers. Artif. Intell. Medicine 37 (2) (2006)
Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis
A Game-Theoretic Approach to Weighted Majority Voting for Combining SVM Classifiers. ICANN (1) (2006)
Michael E. Mavroforakis, Sergios Theodoridis
Support Vector Machine (SVM) classification through geometry. EUSIPCO (2005)
Harris V. Georgiou, Michael E. Mavroforakis, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis
Multi-resolution morphological analysis and classification of mammographic masses using shape, spectral and wavelet features. DSP (2002)
Michael E. Mavroforakis, Harris V. Georgiou, Dionisis A. Cavouras, Nikos Dimitropoulos, Sergios Theodoridis
Mammographic mass classification using textural features and descriptive diagnostic data. DSP (2002)