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

Lech Polkowski

ISBN 10: 3662003767 / ISBN 13: 9783662003763

Verlag: Physica-Verlag HD, 2012

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Bestandsnummer des Verkäufers 9783662003763

Bibliografische Details

Titel: Rough Set Methods and Applications : New ...

Verlag: Physica-Verlag HD

Erscheinungsdatum: 2012

Einband: Taschenbuch

Zustand: Neu

Über diesen Titel

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.