Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models

Johan Pensar, Henrik Nyman, Timo Koski, Jukka Corander

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalData Mining and Knowledge Discovery
Volume29
Issue number2
Pages (from-to)503-533
Number of pages31
ISSN1384-5810
DOIs
Publication statusPublished - Mar 2015
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Directed acyclic graph
  • Graphical model
  • Context-specific independence
  • Bayesian model learning
  • Markov chain Monte Carlo
  • PROBABILISTIC INFERENCE
  • CONTINGENCY-TABLES
  • NETWORKS
  • KNOWLEDGE
  • MCMC
  • 113 Computer and information sciences
  • 111 Mathematics

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