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A parallel algorithm for Bayesian network structure learning from large data sets

  • Published:2017-02 Issue: Volume:117 Page:46-55
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Madsen Anders L.,Jensen Frank,Salmerón AntonioORCID,Langseth Helge,Nielsen Thomas D.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference28 articles.

1. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference;Pearl,1988

2. Probabilistic Networks and Expert Systems;Cowell,1999

3. Bayesian Networks and Decision Graphs;Jensen,2007

4. Probabilistic Graphical Models — Principles and Techniques;Koller,2009

5. Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis;Kjærulff,2013

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