IEEE - Institute of Electrical and Electronics Engineers, Inc. - Fuzzy clustering with principal component analysis

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Min-Zong Rau ; Chi-Yuan Yeh ; Shie-Jue Lee
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: 6
Page(s): 2,938 - 2,943
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.2010.5580756
Regular:

We propose a clustering algorithm which incorporates a similarity-based fuzzy clustering and principal component analysis. The proposed algorithm is capable of discovering clusters with... View More

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