Algorithms for Fuzzy Clustering : Methods in c-Means Clustering with Applications
- Author
- Sadaaki Miyamoto, Hidetomo Ichihashi, Katsuhiro Honda
- Publication Year
- 2008
- Publisher
- Springer
- Language
- English
- Document Type
- Book
- Faculty / Subject Heading
- Engineering
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The main subject of this book is the fuzzy c-means proposed by Dunn and Bezdek and their variations including recent studies. We emphasize in this book is a family of algorithms using entropy or entropy-regularized methods which are less known, but we consider the entropy-based method to be another useful method of fuzzy c-means.
Keywords: Engineering / Fuzziness / Fuzzy / Fuzzy Clustering / Algorithm / Algorithms / C-Means Clusterin / Calculus / Model / Programming Techniques / Mathematical and Computational Engineering / Artificial intelligence
