More than 1,900 Springer Protocols eBooks at just $9.99 each! Get yours today>>

Studies in Computational Intelligence

Computational Intelligence in Intelligent Data Analysis

Editors: Moewes, Christian, Nürnberger, Andreas (Eds.)

  • Present sleading Research on Computational Intelligence in Intelligent Data Analysis
  • Festschrift published on the occasion of Rudolf Kruses 60th birthday
  • Written by experts in the field
see more benefits

Buy this book

eBook $159.00
price for USA (gross)
valid through October 16, 2017
  • ISBN 978-3-642-32378-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
valid through October 16, 2017
  • ISBN 978-3-642-32377-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-3-642-43085-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this book

Complex systems and their phenomena are ubiquitous as they can be
found in biology, finance, the humanities, management sciences,
medicine, physics and similar fields.

For many problems in these fields, there are no conventional ways to
mathematically or analytically solve them completely at low cost. On
the other hand, nature already solved many optimization problems
efficiently. Computational intelligence attempts to mimic
nature-inspired problem-solving strategies and methods.

These strategies can be used to study, model and analyze complex
systems such that it becomes feasible to handle them. Key areas of
computational intelligence are artificial neural networks,
evolutionary computation and fuzzy systems.

As only a few researchers in that field, Rudolf Kruse has contributed
in many important ways to the understanding, modeling and application
of computational intelligence methods. On occasion of his 60th
birthday, a collection of original papers of leading researchers in
the field of computational intelligence has been collected in this
volume.

Table of contents (21 chapters)

  • Objective Functions for Fuzzy Clustering

    Borgelt, Christian

    Pages 3-16

  • Efficient Learning of Classifiers Based on the 2-Additive Choquet Integral

    Hüllermeier, Eyke (et al.)

    Pages 17-29

  • Can Fuzzy Clustering Avoid Local Minima and Undesired Partitions?

    Jayaram, Balasubramaniam (et al.)

    Pages 31-44

  • Optimal Control Based on Fuzzy Logic

    Michels, Kai

    Pages 45-59

  • Kernel Based Defuzzification

    Runkler, Thomas A.

    Pages 61-72

Buy this book

eBook $159.00
price for USA (gross)
valid through October 16, 2017
  • ISBN 978-3-642-32378-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $209.00
price for USA
valid through October 16, 2017
  • ISBN 978-3-642-32377-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA
  • ISBN 978-3-642-43085-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence in Intelligent Data Analysis
Editors
  • Christian Moewes
  • Andreas Nürnberger
Series Title
Studies in Computational Intelligence
Series Volume
445
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-32378-2
DOI
10.1007/978-3-642-32378-2
Hardcover ISBN
978-3-642-32377-5
Softcover ISBN
978-3-642-43085-5
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 306
Topics