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Rough Set Methods and Applications

Name: Rough Set Methods and Applications
Brand: Physica Verlag,Wien
SKU: 02007863
Price: 19902 HUF
Availability: InStock
Author: Lech Polkowski
ISBN: 9783662003763

New Developments in Knowledge Discovery in Information Systems

Lech Polkowski

Shusaku Tsumoto

Tsau Y. Lin

Language

English

Book Paperback

Libristo code: 02007863

Publishers Physica Verlag,Wien, November 2000

Rough set approach to reasoning under uncertainty is based on inducing knowledge representation from... Full description

Libristo code: 02007863

136 b

19 902 Ft

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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.