Coverart for item
The Resource Bayesian artificial intelligence, Kevin B. Korb, Ann E. Nicholson

Bayesian artificial intelligence, Kevin B. Korb, Ann E. Nicholson

Label
Bayesian artificial intelligence
Title
Bayesian artificial intelligence
Statement of responsibility
Kevin B. Korb, Ann E. Nicholson
Creator
Contributor
Subject
Language
eng
Member of
Cataloging source
DLC
Dewey number
519.5/42
Illustrations
illustrations
Index
index present
LC call number
QA279.5
LC item number
.K67 2004
Literary form
non fiction
Nature of contents
bibliography
Series statement
Chapman & Hall/CRC series in computer science and data analysis
Label
Bayesian artificial intelligence, Kevin B. Korb, Ann E. Nicholson
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 417-452) and index
Carrier category
volume
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
I. PROBABILISTIC REASONING: Bayesian reasoning -- Introducing Bayesian networks -- Inference in Bayesian networks -- Decision networks -- Applications of Bayesian networks -- II. LEARNING CAUSAL MODELS: Learning probabilities -- Bayesian network classifiers -- Learning linear causal models -- Learning discrete causal structure -- III. KNOWLEDGE ENGINEERING: Knowledge engineering with Bayesian networks -- KEBN case studies
Dimensions
25 cm.
Edition
2nd ed.
Extent
xxvii, 463 p.
Isbn
9781439815915
Isbn Type
(hardback)
Lccn
2010043669
Media category
unmediated
Media MARC source
rdamedia
Other physical details
ill.
System control number
  • (OCoLC)ocn645676631
  • (OCoLC)ocn726862450
Label
Bayesian artificial intelligence, Kevin B. Korb, Ann E. Nicholson
Publication
Bibliography note
Includes bibliographical references (p. 417-452) and index
Carrier category
volume
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
I. PROBABILISTIC REASONING: Bayesian reasoning -- Introducing Bayesian networks -- Inference in Bayesian networks -- Decision networks -- Applications of Bayesian networks -- II. LEARNING CAUSAL MODELS: Learning probabilities -- Bayesian network classifiers -- Learning linear causal models -- Learning discrete causal structure -- III. KNOWLEDGE ENGINEERING: Knowledge engineering with Bayesian networks -- KEBN case studies
Dimensions
25 cm.
Edition
2nd ed.
Extent
xxvii, 463 p.
Isbn
9781439815915
Isbn Type
(hardback)
Lccn
2010043669
Media category
unmediated
Media MARC source
rdamedia
Other physical details
ill.
System control number
  • (OCoLC)ocn645676631
  • (OCoLC)ocn726862450

Library Locations

    • Harold B. Lee Library Brigham Young University, Provo, UT, 84602, US
      40.249156 -111.649242
Processing Feedback ...