International Series in Intelligent Technologies

Advances in Computational Intelligence and Learning

Methods and Applications

Editors: Zimmermann, H.-J., Tselentis, G., van Someren, M., Dounias, G. (Eds.)

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About this book

Advances in Computational Intelligence and Learning: Methods and Applications presents new developments and applications in the area of Computational Intelligence, which essentially describes methods and approaches that mimic biologically intelligent behavior in order to solve problems that have been difficult to solve by classical mathematics. Generally Fuzzy Technology, Artificial Neural Nets and Evolutionary Computing are considered to be such approaches.

The Editors have assembled new contributions in the areas of fuzzy sets, neural sets and machine learning, as well as combinations of them (so called hybrid methods) in the first part of the book. The second part of the book is dedicated to applications in the areas that are considered to be most relevant to Computational Intelligence.

Table of contents (35 chapters)

  • Accuracy and Transparency of Fuzzy Systems

    Babuška, Robert

    Pages 3-16

  • Should Tendency Assessment Precede Rule Extraction by Clustering? (No!)

    Bezdek, James C. (et al.)

    Pages 17-41

  • A Review of Wavelet Networks, Wavenets, Fuzzy Wavenets and their Applications

    Thuillard, Marc

    Pages 43-60

  • Investigating Neural Network Efficiency and Structure by Weight Investigation

    Lefley, Martin (et al.)

    Pages 61-69

  • An Evaluation of Confidence Bound Estimation Methods for Neural Networks

    Yang, Luren (et al.)

    Pages 71-84

Buy this book

eBook $249.00
price for USA (gross)
  • ISBN 978-94-010-0324-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $319.00
price for USA
  • ISBN 978-0-7923-7645-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $319.00
price for USA
  • ISBN 978-94-010-3872-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Computational Intelligence and Learning
Book Subtitle
Methods and Applications
Editors
  • Hans-Jürgen Zimmermann
  • Georgios Tselentis
  • Maarten van Someren
  • Georgios Dounias
Series Title
International Series in Intelligent Technologies
Series Volume
18
Copyright
2002
Publisher
Springer Netherlands
Copyright Holder
Springer Science+Business Media Dordrecht
eBook ISBN
978-94-010-0324-7
DOI
10.1007/978-94-010-0324-7
Hardcover ISBN
978-0-7923-7645-3
Softcover ISBN
978-94-010-3872-0
Series ISSN
1382-3434
Edition Number
1
Number of Pages
XVI, 515
Topics