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Incomplete information system and rough set theory : models and attribute reductions

Author: Xibei Yang; Jingyu Yang
Publisher: Berlin ; New York : Springer ; Beijing : Science Press, ©2012.
Edition/Format:   Book : EnglishView all editions and formats
Database:WorldCat
Summary:

This study of the theory of generalizations of rough-set models in incomplete information systems discusses not only the regular attributes but also the criteria in these systems, and presents  Read more...

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Document Type: Book
All Authors / Contributors: Xibei Yang; Jingyu Yang
ISBN: 9787030324764 7030324765 9783642259340 3642259340
OCLC Number: 824457163
Description: xiv, 232 pages : illustrations ; 24 cm
Contents: Part 1 Rough Sets in Complete Information System.- Indiscernibility Relation Based Rough Sets.- Dominance-based Rough Set Approach.- Part 2 Incomplete Information System with Unknown Values.- Generalized Binary Relations Based Rough sets.- Neighborhood Systems and Rough Sets.- Dominance-based Rough Set in incomplete system with "do not care" unknown values.- Dominance-based Rough Set in incomplete system with lost unknown values.- Rough Sets in Generalized Incomplete Information System.- Part 3 Set-valued And Interval-valued Information Systems.- Rough Sets And Dominance-based Rough Sets in Set-valued Information System.- Rough Sets And Dominance-based Rough Sets in Interval-valued Information System.
Responsibility: Xibei Yang, Jingyu Yang.
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