Data mining, rough sets, and granular computing / Tsau Young Lin, Yiyu Y. Yao, Lotfi A. Zadeh, editors.
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...
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| Online Access: |
Full Text (via Springer) |
|---|---|
| Other Authors: | , , |
| Format: | eBook |
| Language: | English |
| Published: |
Heidelberg ; New York :
Physica-Verlag,
[2002]
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| Series: | Studies in fuzziness and soft computing ;
v. 95. |
| Subjects: |
Table of 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.