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9783540343561

Innovations in Fuzzy Clustering Theory And Applications

Innovations in Fuzzy Clustering Theory And Applications
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  • ISBN-13: 9783540343561
  • ISBN: 3540343563
  • Publication Date: 2006
  • Publisher: Springer

AUTHOR

Sato-Ilic, Mika, Jain, Lakhmi C.

SUMMARY

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 ClusteringThis book is directed to the computer scientists, engineers, scientists, professors and students of engineering, science, computer science, business, management, avionics and related disciplines.Sato-Ilic, Mika is the author of 'Innovations in Fuzzy Clustering Theory And Applications', published 2006 under ISBN 9783540343561 and ISBN 3540343563.

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