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Innovations in Fuzzy Clustering

Theory and Applications

  • Mika Sato-Ilic
  • Lakhmi C. Jain
Book

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 205)

Table of contents

  1. Front Matter
    Pages I-XIII
  2. Mika Sato-Ilic, Lakhmi C. Jain
    Pages 1-8
  3. Mika Sato-Ilic, Lakhmi C. Jain
    Pages 9-44
  4. Mika Sato-Ilic, Lakhmi C. Jain
    Pages 45-87
  5. Mika Sato-Ilic, Lakhmi C. Jain
    Pages 89-104
  6. Mika Sato-Ilic, Lakhmi C. Jain
    Pages 105-123
  7. Mika Sato-Ilic, Lakhmi C. Jain
    Pages 125-145
  8. Back Matter
    Pages 147-152

About this book

Introduction

There is a great interest in clustering techniques due to the vast amount of data generated in every field including business, health, science, engineering, aerospace, management and so on. It is essential to extract useful information from the data. Clustering techniques are widely used in pattern recognition and related applications.

The research monograph presents the most recent advances in fuzzy clustering techniques and their applications. The following contents are included:

  • Introduction to Fuzzy Clustering
  • Fuzzy Clustering based Principal Component Analysis
  • Fuzzy Clustering based Regression Analysis
  • Kernel based Fuzzy Clustering
  • Evaluation of Fuzzy Clustering
  • Self-Organized Fuzzy Clustering

This book is directed to the computer scientists, engineers, scientists, professors and students of engineering, science, computer science, business, management, avionics and related disciplines.

Keywords

Clustering Techniques Computer Fuzzy Fuzzy Clustering Pattern Recognition Regression calculus cognition computer science

Authors and affiliations

  • Mika Sato-Ilic
    • 1
  • Lakhmi C. Jain
    • 2
  1. 1.Department of Risk Engineering Faculty of Systems and Information EngineeringUniversity of TsukubaTsukuba, IbarakiJapan
  2. 2.School of Electrical and Information EngineeringUniversity of South AustraliaAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-34357-1
  • Copyright Information Springer 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-34356-1
  • Online ISBN 978-3-540-34357-8
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808
  • Buy this book on publisher's site