Partial covers, reducts and decision rules in rough sets : theory and applications (eBook, 2008) [WorldCat.org]
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Partial covers, reducts and decision rules in rough sets : theory and applications
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Partial covers, reducts and decision rules in rough sets : theory and applications

Author: Mikhail Ju Moshkov; Marcin Piliszczuk; Beata Zielosko
Publisher: Berlin ; London : Springer, 2008.
Series: Studies in computational intelligence, 145.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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 contained in decision tables, and to design more precise classifiers. Algorithms for construction of partial reducts and  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Moshkov, Mikhail Ju.
Partial covers, reducts and decision rules in rough sets.
Berlin ; London : Springer, 2008
(OCoLC)231885824
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Mikhail Ju Moshkov; Marcin Piliszczuk; Beata Zielosko
ISBN: 9783540690290 3540690298 3540690271 9783540690276
OCLC Number: 288467904
Language Note: English.
Description: 1 online resource (xi, 150 pages) : illustrations
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.
Series Title: Studies in computational intelligence, 145.
Responsibility: by Mikhail Ju. Moshkov, Marcin Piliszczuk, Beata Zielosko.

Abstract:

This book covers the theoretical and experimental study of partial reducts and partial decision rules on the basis of the study of partial covers. It details the results of numerous experiments with  Read more...

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