Inductive logic programming 21st international conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, revised selected papers /

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 fi...

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ग्रंथसूची विवरण
निगमित लेखक: SpringerLink (Online service)
अन्य लेखक: Tamaddoni-Nezhad, Alireza, Lisi, Francesca A., Muggleton, Stephen H.
स्वरूप: ई-पुस्तक
भाषा:English
प्रकाशित: Berlin, Heidelberg Imprint: Springer 2012.
श्रृंखला:Lecture Notes in Computer Science 7207
विषय:
ऑनलाइन पहुंच:Click here to view the full text content
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विषय - सूची:
  • <p>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
  • <i>k</i>-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<i> </i>Event Models.-<i> </i>Conceptual Clustering of Multi-Relational Data
  • Expressive Power of Safe First-Order Logical Decision Trees
  • Relational Learning for Spatial Relation Extraction from Natural<i></p>.