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An Inductive Logic Programming Approach to Statistical Relational Learning

af K. Kersting

indgår i Frontiers in Artificial Intelligence and Applications serien

An Inductive Logic Programming Approach to Statistical Relational Learning af K. Kersting
Bag om An Inductive Logic Programming Approach to Statistical Relational Learning

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.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781586036744
  • Indbinding:
  • Paperback
  • Sideantal:
  • 256
  • Udgivet:
  • 24. oktober 2006
  • Udgave:
  • 8-11 hverdage.
  • 7. december 2024

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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.

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