Studies in Fuzziness and Soft Computing

Innovations in Intelligent Systems

Editors: Abraham, Ajith, van der Zwaag, Berend Jan (Eds.)

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  • ISBN 978-3-540-20265-3
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About this book

Innovations in Intelligent Systems is a rare collection of the latest developments in intelligent paradigms such as knowledge-based systems, computational intelligence and hybrid combinations as well as practical applications in engineering, science, business and commerce. The book covers central topics such as intelligent multi-agent systems, data mining, case-based reasoning, and rough sets. Essential techniques to the development of intelligent machines are investigated such as pattern recognition and classification, machine learning, natural language processing, grammar, evolutionary schemes, fuzzy-neural procedures, and intelligent vision. The book also includes useful applications ranging from medical diagnosis and technical/medical language translation, to power demand forecasting and manufacturing plants. Due to its depth and breadth of the coverage and the usefulness of the techniques and applications, this book is a valuable reference for experts and students alike.

Table of contents (18 chapters)

  • Use of Multi-category Proximal SVM for Data Set Reduction

    Vishwanathan, S. V. N. (et al.)

    Pages 3-20

  • Bayesian Control of Dynamic Systems

    Deventer, Rainer (et al.)

    Pages 21-50

  • AppART: a Hybrid Neural Network Based on Adaptive Resonance Theory for Universal Function Approximation

    Martí, Luis (et al.)

    Pages 51-88

  • An Algorithmic Approach to the Main Concepts of Rough Set Theory

    Uchôa, Joaquim Quinteiro (et al.)

    Pages 89-110

  • Automated Case Selection from Databases Using Similarity-Based Rough Approximation

    Geng, Liqiang (et al.)

    Pages 111-130

Buy this book

eBook $189.00
price for USA (gross)
  • ISBN 978-3-540-39615-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.00
price for USA
  • ISBN 978-3-540-20265-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.00
price for USA
  • ISBN 978-3-642-05784-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Innovations in Intelligent Systems
Editors
  • Ajith Abraham
  • Berend Jan van der Zwaag
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
140
Copyright
2004
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-39615-4
DOI
10.1007/978-3-540-39615-4
Hardcover ISBN
978-3-540-20265-3
Softcover ISBN
978-3-642-05784-7
Series ISSN
1434-9922
Edition Number
1
Number of Pages
XXV, 468
Number of Illustrations and Tables
10 b/w illustrations, 6 illustrations in colour
Topics