Fuzzy Clustering: A Historical Perspective.

Enrique H. Ruspini,James C. Bezdek,James M. Keller

IEEE Computational Intelligence Magazine（2019）

引用 102|浏览44

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摘要

Fuzzy sets emerged in 1965 in a paper by Lotfi Zadeh. In 1969 Ruspini published a seminal paper that has become the basis of most fuzzy clustering algorithms. His ideas established the underlying structure for fuzzy partitioning, and also described and exemplified the first algorithm for accomplishing it. Bezdek developed the general case of the fuzzy c-means model in 1973. Many branches of this t...

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关键词

Fuzzy sets,Clustering algorithms,Probabilistic logic,Complexity theory,Fuzzy logic,Pattern recognition,Electrical engineering

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