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

Yang, Jingyu; Yang, Xibei

 
9783642259340: Incomplete Information System and Rough Set Theory: Models and Attribute Reductions
Tapa dura
ISBN 10: 3642259340 ISBN 13: 9783642259340
Editorial: Springer, 2012

Sinopsis

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.

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Reseña del editor

"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.

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Editorial
Springer
Año de publicación
2012
Idioma
Inglés
ISBN 10 
3642259340
ISBN 13 
9783642259340
Encuadernación
Tapa dura
Número de páginas
248
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
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Hamburg
Alemania

Otras ediciones populares con el mismo título

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

Edición Destacada

ISBN 10:  3642259367 ISBN 13:  9783642259364
Editorial: Springer, 2012
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