IEEE - Institute of Electrical and Electronics Engineers, Inc. - A simplified support vector clustering algorithm

2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)

Author(s): Li-Ying Wu ; Jeen-Shing Wang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2008
Conference Location: Singapore, Singapore
Conference Date: 12 October 2008
Page(s): 1,259 - 1,264
ISBN (CD): 978-1-4244-2384-2
ISBN (Paper): 978-1-4244-2383-5
ISSN (Paper): 1062-922X
DOI: 10.1109/ICSMC.2008.4811456
Regular:

This paper presents a simplified support vector clustering (SVC) algorithm for improving the efficiency of the SVC training procedure. The cluster structure obtained by our proposed approach is... View More

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