Coverart for item
The Resource Inductive logic programming : 21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected Papers, [edited by] Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi, (electronic resource)

Inductive logic programming : 21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected Papers, [edited by] Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi, (electronic resource)

Label
Inductive logic programming : 21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected Papers
Title
Inductive logic programming
Title remainder
21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected Papers
Statement of responsibility
[edited by] Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi
Title variation
ILP 2011
Creator
Contributor
Provider
Subject
Language
eng
Summary
This book constitutes the thoroughly refereed post-proceedings of the 21st International Conference on Inductive Logic Programming, ILP 2011, held in Windsor Great Park, UK, in July/August 2011. The 24 revised full papers were carefully reviewed and selected from 66 submissions. Also included are five extended abstracts and three invited talks. The papers represent the diversity and vitality in present ILP research including ILP theory, implementations, probabilistic ILP, biological applications, sub-group discovery, grammatical inference, relational kernels, learning of Petri nets, spatial learning, graph-based learning, and learning of action models
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
QA76.63
LC item number
I58 2012
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2011
http://bibfra.me/vocab/lite/meetingName
ILP (Conference)
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Muggleton, Stephen
  • Tamaddoni-Nezhad, Alireza
  • Lisi, Francesca A
Series statement
Lecture Notes in Computer Science,
Series volume
7207
http://library.link/vocab/subjectName
  • Logic programming
  • Machine learning
  • Artificial intelligence
  • Artificial intelligence
  • Logic programming
  • Machine learning
  • Informatique
Label
Inductive logic programming : 21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected Papers, [edited by] Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
Inference and Learning -- Beyond Reward: The Problem of Knowledge and Data -- Exploiting Constraints -- Online Bayesian Inference for the Parameters of PRISM Programs -- Learning Compact Markov Logic Networks with Decision Trees -- Relational Networks of Conditional Preferences -- k-Optimal: A Novel Approximate Inference Algorithm for ProbLog -- Learning Directed Relational Models with Recursive Dependencies -- Integrating Model Checking and Inductive Logic Programming -- Inductive Logic Programming in Answer Set Programming -- Graph-Based Relational Learning with a Polynomial Time Projection Algorithm -- Interleaved Inductive-Abductive Reasoning for Learning Complex Event Models -- Conceptual Clustering of Multi-Relational Data -- Expressive Power of Safe First-Order Logical Decision Trees -- Relational Learning for Spatial Relation Extraction from Natural
Dimensions
unknown
Extent
1 online resource (xi, 406 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642319518
Level of compression
uncompressed
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)802337664
  • (OCoLC)ocn802337664
Label
Inductive logic programming : 21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected Papers, [edited by] Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
Inference and Learning -- Beyond Reward: The Problem of Knowledge and Data -- Exploiting Constraints -- Online Bayesian Inference for the Parameters of PRISM Programs -- Learning Compact Markov Logic Networks with Decision Trees -- Relational Networks of Conditional Preferences -- k-Optimal: A Novel Approximate Inference Algorithm for ProbLog -- Learning Directed Relational Models with Recursive Dependencies -- Integrating Model Checking and Inductive Logic Programming -- Inductive Logic Programming in Answer Set Programming -- Graph-Based Relational Learning with a Polynomial Time Projection Algorithm -- Interleaved Inductive-Abductive Reasoning for Learning Complex Event Models -- Conceptual Clustering of Multi-Relational Data -- Expressive Power of Safe First-Order Logical Decision Trees -- Relational Learning for Spatial Relation Extraction from Natural
Dimensions
unknown
Extent
1 online resource (xi, 406 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642319518
Level of compression
uncompressed
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)802337664
  • (OCoLC)ocn802337664

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