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Title Data mining, rough sets, and granular computing / Tsau Young Lin, Yiyu Y. Yao, Lotfi A. Zadeh, editors.

Published Heidelberg ; New York : Physica-Verlag, [2002]


Location Call No. Status
Physical description 1 online resource (ix, 536 pages) : illustrations.
Series Studies in fuzziness and soft computing ; volume 95
Studies in fuzziness and soft computing ; v. 95.
Bibliography Includes bibliographical references.
Contents Preface / T. Y. Lin, Y. Y. Yao and L. A. Zadeh -- Pt. 1. Granular Computing -- A New Paradigm. Some Reflections on Information Granulation and its Centrality in Granular Computing, Computing with Words, the Computational Theory of Perceptions and Precisiated Natural Language / L. A. Zadeh -- Pt. 2. Granular Computing in Data Mining. Data Mining Using Granular Computing: Fast Algorithms for Finding Association Rules / T. Y. Lin and E. Louie. Knowledge Discovery with Words Using Cartesian Granule Features: An Analysis for Classification Problems / J. G. Shanahan. Validation of Concept Representation with Rule Induction and Linguistic Variables / S. Tsumoto. Granular Computing Using Information Tables / Y. Y. Yao and N. Zhong.
Summary 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.
Notes Description based on print version record.
Other author Lin, Tsau Y., 1937-
Yao, Yiyu.
Zadeh, Lotfi A. (Lotfi Asker)
Subject Data mining.
Soft computing.
Data Mining.
Granular Computing.
Data mining.
Soft computing.
Electronic books.
ISBN 9783790817911 (electronic bk.)
3790817910 (electronic bk.)
Standard Number 10.1007/978-3-7908-1791-1