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  • Book
  • © 2017

Fuzzy Sets, Rough Sets, Multisets and Clustering

  • 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
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 671)

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Table of contents (20 chapters)

  1. Front Matter

    Pages i-x
  2. On This Book: Clustering, Multisets, Rough Sets and Fuzzy Sets

    • Vicenç Torra, Yasuo Narukawa, Anders Dahlbom
    Pages 1-5
  3. Clustering and Classification

    1. Front Matter

      Pages 7-7
    2. Various Types of Objective-Based Rough Clustering

      • Yasunori Endo, Naohiko Kinoshita
      Pages 63-85
    3. On Some Clustering Algorithms Based on Tolerance

      • Yukihiro Hamasuna, Yasunori Endo
      Pages 87-99
    4. Consensus-Based Agglomerative Hierarchical Clustering

      • José Luis García-Lapresta, David Pérez-Román
      Pages 123-135
    5. Using a Reverse Engineering Type Paradigm in Clustering. An Evolutionary Programming Based Approach

      • Jan W. Owsiński, Janusz Kacprzyk, Karol Opara, Jarosław Stańczak, Sławomir Zadrożny
      Pages 137-155
    6. On Hesitant Fuzzy Clustering and Clustering of Hesitant Fuzzy Data

      • Laya Aliahmadipour, Vicenç Torra, Esfandiar Eslami
      Pages 157-168
    7. Experiences Using Decision Trees for Knowledge Discovery

      • Eva Armengol, Àngel García-Cerdaña, Pilar Dellunde
      Pages 169-191
  4. Bags, Fuzzy Bags, and Some Other Fuzzy Extensions

    1. Front Matter

      Pages 193-193
    2. L-Fuzzy Bags

      • Fateme Kouchakinejad, Mashaallah Mashinchi, Radko Mesiar
      Pages 195-219
  5. Fuzzy Sets and Decision Making

    1. Front Matter

      Pages 275-275

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.

Editors and Affiliations

  • University of Skövde, School of Informatics University of Skövde, Skövde, Sweden

    Vicenç Torra, Anders Dahlbom

  • Toho Gakuen , Tokyo, Japan

    Yasuo Narukawa

Bibliographic Information

  • Book Title: Fuzzy Sets, Rough Sets, Multisets and Clustering

  • Editors: Vicenç Torra, Anders Dahlbom, Yasuo Narukawa

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-47557-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Hardcover ISBN: 978-3-319-47556-1Published: 19 January 2017

  • Softcover ISBN: 978-3-319-83767-3Published: 29 April 2018

  • eBook ISBN: 978-3-319-47557-8Published: 13 January 2017

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 347

  • Number of Illustrations: 25 b/w illustrations, 15 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access