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The Resource An inductive logic programming approach to statistical relational learning, Kristian Kersting, (electronic book)

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

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
Cataloging source
CaPaEBR
http://library.link/vocab/creatorName
Kersting, Kristian
Dissertation note
Thesis (Ph.D.)--Albert-Ludwigs-Universit├Ąt Freiburg im Breisgau, 2006.
Illustrations
illustrations
Index
index present
LC call number
QA76.63
LC item number
.K47 2006eb
Literary form
non fiction
Nature of contents
  • standards specifications
  • bibliography
Series statement
Frontiers in artificial intelligence and applications
Series volume
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 book)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 201-221) 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
ebr10152505
Dimensions
unknown
Extent
xxii, 228 p.
Form of item
electronic
Isbn
9781586036744
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Original version note
Original electronic resource.
Other control number
9781586036744
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote
Label
An inductive logic programming approach to statistical relational learning, Kristian Kersting, (electronic book)
Publication
Bibliography note
Includes bibliographical references (p. 201-221) 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
ebr10152505
Dimensions
unknown
Extent
xxii, 228 p.
Form of item
electronic
Isbn
9781586036744
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Original version note
Original electronic resource.
Other control number
9781586036744
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote

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