Coverart for item
The Resource Incomplete information system and rough set theory : models and attribute reductions, Xibei Yang, Jingyu Yang

Incomplete information system and rough set theory : models and attribute reductions, Xibei Yang, Jingyu Yang

Label
Incomplete information system and rough set theory : models and attribute reductions
Title
Incomplete information system and rough set theory
Title remainder
models and attribute reductions
Statement of responsibility
Xibei Yang, Jingyu Yang
Creator
Contributor
Subject
Language
eng
Summary
"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
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Yang, Xibei
Dewey number
004
Index
index present
Language note
English
LC call number
Q295
LC item number
.Y36 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Yang, Jingyu
http://library.link/vocab/subjectName
  • System theory
  • Rough sets
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • Informatique
  • Rough sets
  • System theory
Label
Incomplete information system and rough set theory : models and attribute reductions, Xibei Yang, Jingyu Yang
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
823248065
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783642259357
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-25935-7
http://library.link/vocab/ext/overdrive/overdriveId
424738
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)823248065
Label
Incomplete information system and rough set theory : models and attribute reductions, Xibei Yang, Jingyu Yang
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Control code
823248065
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783642259357
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-25935-7
http://library.link/vocab/ext/overdrive/overdriveId
424738
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)823248065

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