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The Resource Transactions on Rough Sets XIII, edited by James F. Peters, Andrzej Skowron, Chien-Chung Chan, Jerzy W. Grzymala-Busse, Wojciech P. Ziarko, (electronic resource)

Transactions on Rough Sets XIII, edited by James F. Peters, Andrzej Skowron, Chien-Chung Chan, Jerzy W. Grzymala-Busse, Wojciech P. Ziarko, (electronic resource)

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Contributor
Summary
The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. Volume XIII contains 14 papers which introduce a number of new advances in both the foundations and the applications of rough sets. These are mathematical structures of generalized rough sets in infinite universes, approximations of arbitrary binary relations, and attribute reduction in decision-theoretic rough sets. Methodological advances introduce rough set-based and hybrid methodologies for learning theory, attribution reduction, decision analysis, risk assessment, and data mining tasks such as classification and clustering. In addition, this volume contains regular articles on mining temporal software metrics data, C-GAME discretization method, perceptual tolerance intersection as an example of a near set operation and compression of spatial data with quadtree structures
Language
eng
Work
Instance
Label
Transactions on Rough Sets XIII
Title
Transactions on Rough Sets XIII
Statement of responsibility
edited by James F. Peters, Andrzej Skowron, Chien-Chung Chan, Jerzy W. Grzymala-Busse, Wojciech P. Ziarko
Creator
Contributor
Provider
Subject
Language
eng
Summary
The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. Volume XIII contains 14 papers which introduce a number of new advances in both the foundations and the applications of rough sets. These are mathematical structures of generalized rough sets in infinite universes, approximations of arbitrary binary relations, and attribute reduction in decision-theoretic rough sets. Methodological advances introduce rough set-based and hybrid methodologies for learning theory, attribution reduction, decision analysis, risk assessment, and data mining tasks such as classification and clustering. In addition, this volume contains regular articles on mining temporal software metrics data, C-GAME discretization method, perceptual tolerance intersection as an example of a near set operation and compression of spatial data with quadtree structures
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http://library.link/vocab/creatorName
Peters, James F
Image bit depth
0
LC call number
QA248
LC item number
.T73 2011
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Skowron, Andrzej
  • Chan, Chien-Chung
  • Grzymala-Busse, Jerzy W
  • Ziarko, Wojciech
Series statement
Lecture Notes in Computer Science,
Series volume
6499
http://library.link/vocab/subjectName
  • Computer science
  • Computational complexity
  • Database management
  • Data mining
  • Information storage and retrieval systems
  • Artificial intelligence
  • Computer vision
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Database Management
  • Information Storage and Retrieval
  • Data Mining and Knowledge Discovery
  • Image Processing and Computer Vision
  • Discrete Mathematics in Computer Science
  • Artificial intelligence
  • Computational complexity
  • Computer science
  • Computer vision
  • Data mining
  • Database management
  • Information storage and retrieval systems
  • Informatique
Label
Transactions on Rough Sets XIII, edited by James F. Peters, Andrzej Skowron, Chien-Chung Chan, Jerzy W. Grzymala-Busse, Wojciech P. Ziarko, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Color
not applicable
Dimensions
unknown
File format
multiple file formats
Form of item
electronic
Isbn
9783642183027
Level of compression
uncompressed
Other physical details
v.: digital.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)703211665
  • (OCoLC)ocn703211665
  • (DE-He213)978-3-642-18302-7
Label
Transactions on Rough Sets XIII, edited by James F. Peters, Andrzej Skowron, Chien-Chung Chan, Jerzy W. Grzymala-Busse, Wojciech P. Ziarko, (electronic resource)
Publication
Antecedent source
mixed
Color
not applicable
Dimensions
unknown
File format
multiple file formats
Form of item
electronic
Isbn
9783642183027
Level of compression
uncompressed
Other physical details
v.: digital.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)703211665
  • (OCoLC)ocn703211665
  • (DE-He213)978-3-642-18302-7

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