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

Auteur: Xibei Yang; Jingyu Yang
Uitgever: Berlin ; New York : Springer ; Beijing : Science Press, ©2012.
Editie/Formaat:   eBoek : Document : EngelsAlle edities en materiaalsoorten bekijken.
Samenvatting:
"Incomplete Information System and Rough Set Theory: Models and Attribute Reductions" covers theoretical study of generalizations of rough set model in various incomplete information systems. It discusses not only the regular attributes but also the criteria in the incomplete information systems. Based on different types of rough set models, the book presents the practical approaches to compute several reducts in  Meer lezen...
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Genre/Vorm: Electronic books
Aanvullende fysieke materiaalsoort: Print version:
Genre: Document, Internetbron
Soort document Internetbron, Computerbestand
Alle auteurs / medewerkers: Xibei Yang; Jingyu Yang
ISBN: 9783642259357 3642259359
OCLC-nummer: 823248065
Taalopmerking: English.
Beschrijving: 1 online resource
Inhoud: 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.
Verantwoordelijkheid: Xibei Yang, Jingyu Yang.

Fragment:

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  Meer lezen...

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