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A benchmark calculation for the fuzzy c-means clustering algorithm: initial memberships

✍ Scribed by Rodriguez, Alex; Tomas, M. Santos; Rubio-Martinez, Jaime


Book ID
118802959
Publisher
Springer
Year
2012
Tongue
English
Weight
294 KB
Volume
50
Category
Article
ISSN
0259-9791

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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