Incomplete Information System and Rough Set Theory: Models and Attribute Reductions - Rilegato

Yang, Xibei; Yang, Jingyu

 
9783642259340: Incomplete Information System and Rough Set Theory: Models and Attribute Reductions
Rilegato
ISBN 10: 3642259340 ISBN 13: 9783642259340
Casa editrice: Springer-Nature New York Inc, 2012

Sinossi

"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 terms of these models. The book is intended for researchers and postgraduate students in machine learning, data mining and knowledge discovery, especially for those who are working in rough set theory, and granular computing.

Dr. Xibei Yang is a lecturer at the School of Computer Science and Engineering, Jiangsu University of Science and Technology, China; Jingyu Yang is a professor at the School of Computer Science, Nanjing University of Science and Technology, China.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Contenuti

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.

Product Description

Book by Yang Xibei Yang Jingyu

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer-Nature New York Inc
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
3642259340
ISBN 13 
9783642259340
Rilegatura
Copertina rigida
Numero di pagine
232
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
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Altre edizioni note dello stesso titolo

9783642259364: Incomplete Information System and Rough Set Theory: Models and Attribute Reductions

Edizione in evidenza

ISBN 10:  3642259367 ISBN 13:  9783642259364
Casa editrice: Springer, 2012
Brossura