Data Mining, Rough Sets and Granular Computing - Couverture rigide

 
9783790814613: Data Mining, Rough Sets and Granular Computing
Couverture rigide
ISBN 10 : 379081461X ISBN 13 : 9783790814613
Editeur : Physica-Verlag GmbH & Co, 2002

Synopsis

During the past few years, data mining has grown rapidly in visibility and importance within information processing and decision analysis. This is par- ticularly true in the realm of e-commerce, where data mining is moving from a "nice-to-have" to a "must-have" status. In a different though related context, a new computing methodology called granular computing is emerging as a powerful tool for the conception, analysis and design of information/intelligent systems. In essence, data mining deals with summarization of information which is resident in large data sets, while granular computing plays a key role in the summarization process by draw- ing together points (objects) which are related through similarity, proximity or functionality. In this perspective, granular computing has a position of centrality in data mining. Another methodology which has high relevance to data mining and plays a central role in this volume is that of rough set theory. Basically, rough set theory may be viewed as a branch of granular computing. However, its applications to data mining have predated that of granular computing.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This volume is the result of a two-year project aimed at coalescing the concepts and techniques of granular computing on one side, and rough set theory on another. It consists of a collection of up-to-date and authoritative expositions of the basic theories underlying data mining, granular computing and rough set theory, and stresses their wide-ranging applications. A principal aim of the work is to stimulate an exploration of ways in which progress in data mining can be enhanced through integration with granular computing and rough set theory.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Physica-Verlag GmbH & Co
Date d'édition
2002
Langue
anglais
ISBN 10 
379081461X
ISBN 13 
9783790814613
Reliure
Relié
Nombre de pages
537
Éditeur
Lin Tsau Young, Yao Yiyu Y., Zadeh Lotfi A.
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9783790825084: Data Mining, Rough Sets and Granular Computing

Edition présentée

ISBN 10 :  3790825085 ISBN 13 :  9783790825084
Editeur : Physica, 2010
Couverture souple