An empirical study of Bayesian network inference with simple propagation

DOI10.1016/j.ijar.2017.10.005zbMath1423.68501OpenAlexW2767634312MaRDI QIDQ1687285

Cory J. Butz, Anders L. Madsen, Jhonatan S. Oliveira, André E. dos Santos

Publication date: 22 December 2017

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2017.10.005

zbMATH Keywords

Bayesian networksexact inferencejoin tree propagation

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Uses Software

• HUGIN

Cites Work

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• Bayesian network inference using marginal trees
• Lazy propagation: A junction tree inference algorithm based on lazy evaluation

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