Exploiting Experts' Knowledge for Structure Learning of Bayesian Networks

Hossein Amirkhani*, Mohammad Rahmati, Peter J. F. Lucas, Arjen Hommersom

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)2154-2170
Number of pages17
JournalIeee Transactions on Pattern Analysis and Machine Intelligence
Volume39
Issue number11
DOIs
Publication statusPublished - Nov 2017

Keywords

  • Bayesian networks
  • structure learning
  • experts' knowledge
  • experts' accuracy
  • marginalization-based score
  • PROBABILISTIC NETWORKS
  • EQUIVALENCE CLASSES
  • ALGORITHM
  • IDENTIFICATION
  • INFORMATION
  • MODEL

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