IEEE - Institute of Electrical and Electronics Engineers, Inc. - Splitting K-means generated Neural Fuzzy System with Support Vector Regression

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

Author(s): Cheng-Da Hsieh ; Chia-Feng Juang
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): 1,417 - 1,421
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.2011.6007589
Regular:

This paper proposes a Splitting K-means generated Neural Fuzzy System with Support Vector Regression (SKNFS-SVR). The consequent layer in SKNFS-SVR is a Takagi-Sugeno-Kang (TSK)-type consequent.... View More

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