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

Polkowski, Lech; Tsumoto, Shusaku; Lin, Tsau Y.

 
9783790813289: Rough Set Methods and Applications. New Developments in Knowledge Discovery in Information Systems (Studies in Fuzziness and Soft Computing Vol. 56) ... in Fuzziness and Soft Computing, 56, Band 56)
Hardcover
ISBN 10: 3790813281 ISBN 13: 9783790813289
Verlag: Physica-Verlag Heidelberg, 2000

Inhaltsangabe

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.

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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.

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Verlag
Physica-Verlag Heidelberg
Erscheinungsdatum
2000
Sprache
Englisch
ISBN 10 
3790813281
ISBN 13 
9783790813289
Einband
Gebundene Ausgabe
Anzahl der Seiten
683
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

Weitere beliebte Ausgaben desselben Titels

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

Vorgestellte Ausgabe

ISBN 10:  3662003767 ISBN 13:  9783662003763
Verlag: Physica, 2000
Softcover