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Studies in Computational Intelligence

Computational Intelligence Paradigms

Innovative Applications

Editors: Sato-Ilic, M., Virvou, M., Tsihrintzis, G.A., Balas, V.E., Abeynayake, C. (Eds.)

  • Presents innovative applications of advanced computational intelligence paradigms

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eBook $149.00
price for USA (gross)
  • ISBN 978-3-540-79474-5
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  • Immediate eBook download after purchase
Hardcover $199.00
price for USA
  • ISBN 978-3-540-79473-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA
  • ISBN 978-3-642-09839-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

System designers are faced with a large set of data which has to be analysed and processed efficiently. Advanced computational intelligence paradigms present tremendous advantages by offering capabilities such as learning, generalisation and robustness. These capabilities help in designing complex systems which are intelligent and robust.

The book includes a sample of research on the innovative applications of advanced computational intelligence paradigms. The characteristics of computational intelligence paradigms such as learning, generalization based on learned knowledge, knowledge extraction from imprecise and incomplete data are the extremely important for the implementation of intelligent machines. The chapters include architectures of computational intelligence paradigms, knowledge discovery, pattern classification, clusters, support vector machines and gene linkage analysis. We believe that the research on computational intelligence will simulate great interest among designers and researchers of complex systems. It is important to use the fusion of various constituents of computational intelligence to offset the demerits of one paradigm by the merits of another.

Table of contents (12 chapters)

  • An Introduction to Computational Intelligence Paradigms

    Jain, Lakhmi C. (et al.)

    Pages 1-23

  • A Quest for Adaptable and Interpretable Architectures of Computational Intelligence

    Pedrycz, Witold

    Pages 25-49

  • MembershipMap: A Data Transformation for Knowledge Discovery Based on Granulation and Fuzzy Membership Aggregation

    Frigui, Hichem

    Pages 51-76

  • Advanced Developments and Applications of the Fuzzy ARTMAP Neural Network in Pattern Classification

    Lerner, Boaz (et al.)

    Pages 77-107

  • Large Margin Methods for Structured Output Prediction

    Ricci, Elisa (et al.)

    Pages 109-132

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-3-540-79474-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.00
price for USA
  • ISBN 978-3-540-79473-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA
  • ISBN 978-3-642-09839-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence Paradigms
Book Subtitle
Innovative Applications
Editors
  • Mika Sato-Ilic
  • Maria Virvou
  • George A. Tsihrintzis
  • Valentina Emilia Balas
  • Canicious Abeynayake
Series Title
Studies in Computational Intelligence
Series Volume
137
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-79474-5
DOI
10.1007/978-3-540-79474-5
Hardcover ISBN
978-3-540-79473-8
Softcover ISBN
978-3-642-09839-0
Series ISSN
1860-949X
Edition Number
1
Number of Pages
VIII, 281
Topics