IEEE - Institute of Electrical and Electronics Engineers, Inc. - Membership based on combining cluster center with affinity in FSVR and its application in soft sensor modeling

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Zhen-Zhen Yang ; Lei Li ; Yong-Peng Yang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Qingdao, China, China
Conference Date: 11 July 2010
Volume: 2
Page(s): 571 - 575
ISBN (CD): 978-1-4244-6525-5
ISBN (Electronic): 978-1-4244-6527-9
ISBN (Paper): 978-1-4244-6526-2
DOI: 10.1109/ICMLC.2010.5580539
Regular:

Support vector machine (SVM) is an effective method for resolving regression problem. However, tradition SVM is very sensitive to noises in the training sample. In order to overcome this problem,... View More

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