Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems: v. 56 (Studies in Fuzziness and Soft Computing) - Hardcover

 
9783790813289: Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems: v. 56 (Studies in Fuzziness and Soft Computing)
Hardcover
ISBN 10: 3790813281 ISBN 13: 9783790813289
Publisher: Physica-Verlag GmbH & Co, 2001

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Physica-Verlag GmbH & Co
Publication date
2001
Language
English
ISBN 10 
3790813281
ISBN 13 
9783790813289
Binding
Hardcover
Number of pages
683
Editor
Polkowski Lech, Tsumoto Shusaku, Lin Tsau Young

Other Popular Editions of the Same Title

9783662003763: Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems: 56 (Studies in Fuzziness and Soft Computing, 56)

Featured Edition

ISBN 10:  3662003767 ISBN 13:  9783662003763
Publisher: Physica, 2012
Softcover