Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems

Author:   Lech Polkowski ,  Shusaku Tsumoto ,  Tsau Y. Lin
Publisher:   Physica Verlag,Wien
Edition:   Softcover reprint of the original 1st ed. 2000
Volume:   56
ISBN:  

9783662003763


Pages:   683
Publication Date:   16 November 2000
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Rough Set Methods and Applications: New Developments in Knowledge Discovery in Information Systems


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Overview

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.

Full Product Details

Author:   Lech Polkowski ,  Shusaku Tsumoto ,  Tsau Y. Lin
Publisher:   Physica Verlag,Wien
Imprint:   Physica Verlag,Wien
Edition:   Softcover reprint of the original 1st ed. 2000
Volume:   56
Dimensions:   Width: 15.50cm , Height: 3.50cm , Length: 23.50cm
Weight:   1.050kg
ISBN:  

9783662003763


ISBN 10:   3662003767
Pages:   683
Publication Date:   16 November 2000
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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