IEEE - Institute of Electrical and Electronics Engineers, Inc. - A rough-based robust support vector regression network for function approximation

2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Author(s): Chih-Ching Hsiao ; Shun-Feng Su ; Chen-Chia Chuang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2011
Conference Location: Taipei, Taiwan, Taiwan
Conference Date: 27 June 2011
Page(s): 2,814 - 2,818
ISBN (Electronic): 978-1-4244-7317-5
ISBN (Paper): 978-1-4244-7315-1
ISBN (Online): 978-1-4244-7316-8
ISSN (Paper): 1098-7584
ISSN (Online): 1098-7584
DOI: 10.1109/FUZZY.2011.6007454
Regular:

Support vector regression (SVR) employs the support vector machine (SVM) to tackle problems of function approximation and regression estimation. SVR has been shown to have good robust properties... View More

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