Partial Covers, Reducts and Decision Rules in Rough Sets Theory and Applications
This monograph is devoted to theoretical and experimental study of partial reducts and partial decision rules on the basis of the study of partial covers. The use of partial (approximate) reducts and decision rules instead of exact ones allows us to obtain more compact description of knowledge conta...
| Main Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2008, 2008
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| Edition: | 1st ed. 2008 |
| Series: | Studies in Computational Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Partial Covers, Reducts and Decision Rules
- Partial Covers, Reducts and Decision Rules with Weights
- Construction of All Irreducible Partial Covers, All Partial Reducts and All Irreducible Partial Decision Rules
- Experiments with Real-Life Decision Tables
- Universal Attribute Reduction Problem