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The Resource Classic works of the Dempster-Shafer theory of belief functions, Roland R. Yager, Liping Liu (eds.), (electronic book)

Classic works of the Dempster-Shafer theory of belief functions, Roland R. Yager, Liping Liu (eds.), (electronic book)

Label
Classic works of the Dempster-Shafer theory of belief functions
Title
Classic works of the Dempster-Shafer theory of belief functions
Statement of responsibility
Roland R. Yager, Liping Liu (eds.)
Contributor
Subject
Language
eng
Summary
This book brings together a collection of classic research papers on the Dempster-Shafer theory of belief functions. By bridging fuzzy logic and probabilistic reasoning, the theory of belief functions has become a primary tool for knowledge representation and uncertainty reasoning in expert systems. This book will serve as the authoritative reference in the field of evidential reasoning and an important archival reference in a wide range of areas including uncertainty reasoning in artificial intelligence and decision making in economics, engineering, and management. From over 120 nominated contributions, the editors selected 30 papers, which are widely regarded as classics and will continue to make impacts on the future development of the field. The contributions are grouped into seven sections, including conceptual foundations, theoretical perspectives, theoretical extensions, alternative interpretations, and applications to artificial intelligence, decision-making, and statistical inferences. The book also includes a foreword by Dempster and Shafer reflecting the development of the theory in the last forty years, and an introduction describing the basic elements of the theory and how each paper contributes to the field
Member of
Cataloging source
GW5XE
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.C53 2008eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1941-
http://library.link/vocab/relatedWorkOrContributorName
  • Yager, Ronald R.
  • Liu, Liping
Series statement
Studies in fuzziness and soft computing
Series volume
v. 219
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • Fuzzy systems
  • Artificial intelligence
  • Dempster-Shafer theory
  • Computer science
  • Mathematics
Label
Classic works of the Dempster-Shafer theory of belief functions, Roland R. Yager, Liping Liu (eds.), (electronic book)
Instantiates
Publication
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
Control code
SPR233973107
Dimensions
unknown
Extent
1 online resource (xix, 806 pages)
Form of item
online
Isbn
9783540253815
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Specific material designation
remote
Label
Classic works of the Dempster-Shafer theory of belief functions, Roland R. Yager, Liping Liu (eds.), (electronic book)
Publication
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
Control code
SPR233973107
Dimensions
unknown
Extent
1 online resource (xix, 806 pages)
Form of item
online
Isbn
9783540253815
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Specific material designation
remote

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