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The Resource Bayesian networks and decision graphs, Finn V. Jensen

Bayesian networks and decision graphs, Finn V. Jensen

Label
Bayesian networks and decision graphs
Title
Bayesian networks and decision graphs
Statement of responsibility
Finn V. Jensen
Creator
Subject
Language
eng
Cataloging source
DLC
http://library.link/vocab/creatorName
Jensen, Finn V
Illustrations
illustrations
Index
index present
Literary form
non fiction
Series statement
Statistics for engineering and information science
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • Decision making
  • Machine learning
  • Bayesian statistical decision theory
Label
Bayesian networks and decision graphs, Finn V. Jensen
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. [255]-262) and index
Contents
  • Preface
  • I.
  • Practical Guide to Normative Systems.
  • p. 1
  • 1.
  • Causal and Bayesian Networks.
  • p. 3
  • 2.
  • Building Models.
  • p. 35
  • 3.
  • Learning, Adaptation, and Tuning.
  • p. 79
  • 4.
  • Decision Graphs.
  • p. 109
  • II.
  • Algorithms for Normative Systems.
  • p. 157
  • 5.
  • Belief Updating in Bayesian Networks.
  • p. 159
  • 6.
  • Bayesian Network Analysis Tools.
  • p. 201
  • 7.
  • Algorithms for Influence Diagrams.
  • p. 225
  • List of Notation.
  • p. 253
  • Bibliography.
  • p. 255
  • Index.
  • p. 263
Control code
982001020441
Dimensions
24 cm.
Extent
xv, 268 p.
Isbn
9780387952598
Lccn
2001020441
Other physical details
ill.
Label
Bayesian networks and decision graphs, Finn V. Jensen
Publication
Bibliography note
Includes bibliographical references (p. [255]-262) and index
Contents
  • Preface
  • I.
  • Practical Guide to Normative Systems.
  • p. 1
  • 1.
  • Causal and Bayesian Networks.
  • p. 3
  • 2.
  • Building Models.
  • p. 35
  • 3.
  • Learning, Adaptation, and Tuning.
  • p. 79
  • 4.
  • Decision Graphs.
  • p. 109
  • II.
  • Algorithms for Normative Systems.
  • p. 157
  • 5.
  • Belief Updating in Bayesian Networks.
  • p. 159
  • 6.
  • Bayesian Network Analysis Tools.
  • p. 201
  • 7.
  • Algorithms for Influence Diagrams.
  • p. 225
  • List of Notation.
  • p. 253
  • Bibliography.
  • p. 255
  • Index.
  • p. 263
Control code
982001020441
Dimensions
24 cm.
Extent
xv, 268 p.
Isbn
9780387952598
Lccn
2001020441
Other physical details
ill.

Library Locations

    • Harold Cohen LibraryBorrow it
      Ashton Street, Liverpool, L69 3DA, GB
      53.418074 -2.967913
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