IEEE - Institute of Electrical and Electronics Engineers, Inc. - Support Vector classification for large data sets by reducing training data with change of classes

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

Author(s): J. Cervantes ; Xiaoou Li ; Wen Yu
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): 2,609 - 2,614
ISBN (CD): 978-1-4244-2384-2
ISBN (Paper): 978-1-4244-2383-5
ISSN (Paper): 1062-922X
DOI: 10.1109/ICSMC.2008.4811689
Regular:

In recent years support vector machines (SVM) has received considerable attention due to its high generalization ability and performance for a wide range of applications. However, the most... View More

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