Studies in Computational Intelligence

Fuzzy Sets, Rough Sets, Multisets and Clustering

Editors: Torra, Vicenç, Dahlbom, Anders, Narukawa, Yasuo (Eds.)

  • Dedicated to Prof. Sadaaki Miyamoto
  • Presents state-of-the-art papers on clustering, multisets, rough sets and fuzzy sets
  • All contributions were written by respected experts in the field
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Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-319-47557-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
valid through November 5, 2017
  • ISBN 978-3-319-47556-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book is dedicated to Prof. Sadaaki Miyamoto and presents cutting-edge papers in some of the areas in which he contributed. Bringing together contributions by leading researchers in the field, it concretely addresses clustering, multisets, rough sets and fuzzy sets, as well as their applications in areas such as decision-making.

The book is divided in four parts, the first of which focuses on clustering and classification. The second part puts the spotlight on multisets, bags, fuzzy bags and other fuzzy extensions, while the third deals with rough sets. Rounding out the coverage, the last part explores fuzzy sets and decision-making.

Table of contents (20 chapters)

  • On This Book: Clustering, Multisets, Rough Sets and Fuzzy Sets

    Torra, Vicenç (et al.)

    Pages 1-5

  • Contributions of Fuzzy Concepts to Data Clustering

    Miyamoto, Sadaaki

    Pages 9-28

  • Fuzzy Clustering/Co-clustering and Probabilistic Mixture Models-Induced Algorithms

    Honda, Katsuhiro

    Pages 29-43

  • Semi-supervised Fuzzy c-Means Algorithms by Revising Dissimilarity/Kernel Matrices

    Kanzawa, Yuchi

    Pages 45-61

  • Various Types of Objective-Based Rough Clustering

    Endo, Yasunori (et al.)

    Pages 63-85

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-319-47557-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
valid through November 5, 2017
  • ISBN 978-3-319-47556-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Fuzzy Sets, Rough Sets, Multisets and Clustering
Editors
  • Vicenç Torra
  • Anders Dahlbom
  • Yasuo Narukawa
Series Title
Studies in Computational Intelligence
Series Volume
671
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-47557-8
DOI
10.1007/978-3-319-47557-8
Hardcover ISBN
978-3-319-47556-1
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 347
Number of Illustrations and Tables
25 b/w illustrations, 15 illustrations in colour
Topics