IEEE - Institute of Electrical and Electronics Engineers, Inc. - A novel SVM Geometric Algorithm based on Reduced Convex Hulls

2006 18th International Conference on Pattern Recognition

Author(s): M.E. Mavroforakis ; M. Sdralis ; S. Theodoridis
Sponsor(s): IEEE CPS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Hong Kong, China
Conference Date: 20 August 2006
Volume: 2
Page(s): 564 - 568
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.143
Regular:

Geometric methods are very intuitive and provide a theoretically solid viewpoint to many optimization problems. SVM is a typical optimization task that has attracted a lot of attention over the... View More

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