Cognitive Technologies

Rough-Neural Computing

Techniques for Computing with Words

Editors: Pal, Sankar Kumar, Polkowski, Lech (Eds.)

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eBook $139.00
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  • ISBN 978-3-642-18859-6
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Hardcover $289.00
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  • ISBN 978-3-540-43059-9
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Softcover $179.00
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  • ISBN 978-3-642-62328-8
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  • Usually dispatched within 3 to 5 business days.
About this book

Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms.

It is well understood now in the soft computing community that hybrid approaches combining various paradigms provide very promising attempts to solving complex problems. Exploiting the potential and strength of both neural networks and rough sets, this book is devoted to rough-neurocomputing which is also related to the novel aspect of computing based on information granulation, in particular to computing with words. It provides foundational and methodological issues as well as applications in various fields.

Reviews

From the reviews:

"This book (actually edited volume) presents recent advances in the area of rough neural computer from a wide konge (sic) of perspectives. … The book contains a few introductory articles suitable to understand what the field of rough several computing is about." (Jan Friso Groote, Zentralblatt MATH, Vol. 1040(9), 2004)


Table of contents (28 chapters)

  • Elementary Rough Set Granules: Toward a Rough Set Processor

    Pawlak, Zdzisław

    Pages 5-13

  • Rough-Neural Computing: An Introduction

    Pal, Sankar K. (et al.)

    Pages 15-41

  • Information Granules and Rough-Neural Computing

    Skowron, Andrzej (et al.)

    Pages 43-84

  • A Rough-Neural Computation Model Based on Rough Mereology

    Polkowski, Lech

    Pages 85-108

  • Knowledge-Based Networking in Granular Worlds

    Pedrycz, Witold

    Pages 109-137

Buy this book

eBook $139.00
price for Mexico (gross)
  • ISBN 978-3-642-18859-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $289.00
price for Mexico
  • ISBN 978-3-540-43059-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.00
price for Mexico
  • ISBN 978-3-642-62328-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Rough-Neural Computing
Book Subtitle
Techniques for Computing with Words
Editors
  • Sankar Kumar Pal
  • Lech Polkowski
Series Title
Cognitive Technologies
Copyright
2004
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-18859-6
DOI
10.1007/978-3-642-18859-6
Hardcover ISBN
978-3-540-43059-9
Softcover ISBN
978-3-642-62328-8
Series ISSN
1611-2482
Edition Number
1
Number of Pages
XXV, 736
Topics