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A Generalization of Distance Functions for Fuzzy -Means Clustering With Centroids of Arithmetic Means

✍ Scribed by Junjie Wu; Hui Xiong; Chen Liu; Jian Chen

Book ID
114625410
Publisher
IEEE
Year
2012
Tongue
English
Weight
867 KB
Volume
20
Category
Article
ISSN
1063-6706

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Parameter selection is a well-known problem in the fuzzy clustering community. In this paper, we propose to tackle this problem using a computationally intensive approach. We apply this approach to a new method for clustering recently introduced in the literature. It is the fuzzy c-means with tolera