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Fuzzy Modeling Based on Ordinary Fuzzy Partitions and Nearest Neighbor Clustering

✍ Scribed by George E. Tsekouras


Book ID
106387949
Publisher
Springer Netherlands
Year
2005
Tongue
English
Weight
368 KB
Volume
43
Category
Article
ISSN
0921-0296

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Fuzzy clustering is capable of finding vague boundaries that crisp clustering fails to obtain. But time complexity of fuzzy clustering is usually high, and the need to specify complicated parameters hinders its use. In this paper, an entropy-based fuzzy clustering method is proposed. It automaticall