Coverart for item
The Resource An inductive logic programming approach to statistical relational learning, Kristian Kersting, (electronic resource)

An inductive logic programming approach to statistical relational learning, Kristian Kersting, (electronic resource)

Label
An inductive logic programming approach to statistical relational learning
Title
An inductive logic programming approach to statistical relational learning
Statement of responsibility
Kristian Kersting
Creator
Subject
Language
eng
Summary
Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the approach of Learning from proofs and the issue of upgrading Fisher Kernels to Relational Fisher Kernels
Member of
http://library.link/vocab/creatorName
Kersting, Kristian
Degree
Ph. D.
Dewey number
005.1/15
Dissertation year
2006
Granting institution
Albert-Ludwigs-Universität Freiburg im Breisgau
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • standards specifications
  • bibliography
  • theses
Series statement
  • Frontiers in artificial intelligence and applications
  • Dissertations in artificial intelligence
Series volume
v. 148
http://library.link/vocab/subjectName
  • Logic programming
  • Uncertainty (Information theory)
  • Machine learning
  • Markov processes
Label
An inductive logic programming approach to statistical relational learning, Kristian Kersting, (electronic resource)
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 201-221) and index
Color
multicolored
Contents
Title page; Contents; Abstract; Overture; Part I: Probabilistic ILP over Interpretations; Part II: Probabilistic ILP over Time; Intermezzo: Exploiting Probabilistic ILP in Discriminative Classifiers; Part III: Making Complex Decisions in Relational Domains; Finale; Appendix; Bibliography; Symbol Index; Index
Control code
ocn228146682
Dimensions
unknown
Extent
1 online resource (xxii, 228 pages)
Form of item
online
Isbn
9781433701245
Note
eBooks on EBSCOhost
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)228146682
Label
An inductive logic programming approach to statistical relational learning, Kristian Kersting, (electronic resource)
Publication
Bibliography note
Includes bibliographical references (pages 201-221) and index
Color
multicolored
Contents
Title page; Contents; Abstract; Overture; Part I: Probabilistic ILP over Interpretations; Part II: Probabilistic ILP over Time; Intermezzo: Exploiting Probabilistic ILP in Discriminative Classifiers; Part III: Making Complex Decisions in Relational Domains; Finale; Appendix; Bibliography; Symbol Index; Index
Control code
ocn228146682
Dimensions
unknown
Extent
1 online resource (xxii, 228 pages)
Form of item
online
Isbn
9781433701245
Note
eBooks on EBSCOhost
Other physical details
illustrations
Specific material designation
remote
System control number
(OCoLC)228146682

Library Locations

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