Studies in Fuzziness and Soft Computing

Rough Set Methods and Applications

New Developments in Knowledge Discovery in Information Systems

Editors: Polkowski, Lech, Tsumoto, Shusaku, Lin, Tsau Y. (Eds.)

  • Presentation of the state of the art in rough set methods
  • Rich inventory of algorithmic and heuristic tools
  • Extensive bibliography
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eBook $84.99
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  • ISBN 978-3-7908-1840-6
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About this book

Rough set approach to reasoning under uncertainty is based on inducing knowledge representation from data under constraints expressed by discernibility or, more generally, similarity of objects. Knowledge derived by this approach consists of reducts, decision or association rules, dependencies, templates, or classifiers. This monograph presents the state of the art of this area. The reader will find here a deep theoretical discussion of relevant notions and ideas as well as rich inventory of algorithmic and heuristic tools for knowledge discovery by rough set methods. An extensive bibliography will help the reader to get an acquaintance with this rapidly growing area of research.

Table of contents (13 chapters)

  • Introducing the Book

    Polkowski, Lech (et al.)

    Pages 3-7

  • A Rough Set Perspective on Knowledge Discovery in Information Systems: An Essay on the Topic of the Book

    Polkowski, Lech (et al.)

    Pages 9-45

  • Rough Set Algorithms in Classification Problem

    Bazan, Jan G. (et al.)

    Pages 49-88

  • Rough Mereology in Information Systems. A Case Study: Qualitative Spatial Reasoning

    Polkowski, Lech (et al.)

    Pages 89-135

  • Knowledge Discovery by Application of Rough Set Models

    Stepaniuk, Jaroslaw

    Pages 137-233

Buy this book

eBook $84.99
price for Mexico (gross)
  • ISBN 978-3-7908-1840-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for Mexico
  • ISBN 978-3-662-00376-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Rough Set Methods and Applications
Book Subtitle
New Developments in Knowledge Discovery in Information Systems
Editors
  • Lech Polkowski
  • Shusaku Tsumoto
  • Tsau Y. Lin
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
56
Copyright
2000
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-7908-1840-6
DOI
10.1007/978-3-7908-1840-6
Softcover ISBN
978-3-662-00376-3
Series ISSN
1434-9922
Edition Number
1
Number of Pages
X, 683
Topics