Title :
The interrelation in fuzzy clustering
Author :
Yue, Shi-hong ; Li, Ping ; Wang, Zheng-You
Author_Institution :
Inst. of Ind. Process Control, Zhejiang Univ., Hangzhou, China
Abstract :
We examine the structure of several objective functions in fuzzy clustering, and analyze their common characteristics, by which we recover the interrelation and duality in these objective functions. These results are verified by two corresponding experiments as well.
Keywords :
duality (mathematics); fuzzy set theory; pattern clustering; duality; fuzzy clustering; objective functions; Algorithm design and analysis; Clustering algorithms; Clustering methods; Failure analysis; Industrial control; Machine learning; Machine learning algorithms; Merging; Process control; Prototypes;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382014
