Transactions on Rough Sets

Transactions on Rough Sets XIII

Editors: Editors-in-chief: Peters, James F., Skowron, Andrzej

  • special issue on rough sets and current trends in computing

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About this book

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence.

Volume XIII contains 14 papers which introduce a number of new advances in both the foundations and the applications of rough sets. These are mathematical structures of generalized rough sets in infinite universes, approximations of arbitrary binary relations, and attribute reduction in decision-theoretic rough sets. Methodological advances introduce rough set-based and hybrid methodologies for learning theory, attribution reduction, decision analysis, risk assessment, and data mining tasks such as classification and clustering. In addition, this volume contains regular articles on mining temporal software metrics data, C-GAME discretization method, perceptual tolerance intersection as an example of a near set operation and compression of spatial data with quadtree structures.

Table of contents (14 chapters)

  • Bit-Vector Representation of Dominance-Based Approximation Space

    Chan, Chien-Chung (et al.)

    Pages 1-16

  • Approximations of Arbitrary Binary Relations by Partial Orders: Classical and Rough Set Models

    Janicki, Ryszard

    Pages 17-38

  • Hybridization of Rough Sets and Statistical Learning Theory

    Jaworski, Wojciech

    Pages 39-55

  • Fuzzy-Rough Nearest Neighbour Classification

    Jensen, Richard (et al.)

    Pages 56-72

  • Efficient Mining of Jumping Emerging Patterns with Occurrence Counts for Classification

    Kobyliński, Łukasz (et al.)

    Pages 73-88

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-18302-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-642-18301-0
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Transactions on Rough Sets XIII
Editors
  • James F. Peters
  • Andrzej Skowron
Series Title
Transactions on Rough Sets
Series Volume
6499
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-18302-7
DOI
10.1007/978-3-642-18302-7
Softcover ISBN
978-3-642-18301-0
Series ISSN
1861-2059
Edition Number
1
Number of Pages
VIII, 277
Number of Illustrations and Tables
30 b/w illustrations, 32 illustrations in colour
Topics