Binary Probability Trees for Bayesian Networks Inference

DOI10.1007/978-3-642-02906-6_17zbMath1203.68200OpenAlexW1592231116WikidataQ57551188 ScholiaQ57551188MaRDI QIDQ3638146

Manuel Gómez-Olmedo, Serafín Moral, Andrés Cano

Publication date: 2 July 2009

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-02906-6_17

zbMATH Keywords

deterministic algorithmsprobability treesapproximate computationBayesian networks inferencevariable elimination algorithm

Mathematics Subject Classification ID

Bayesian inference (62F15) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Cites Work

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• Importance sampling in Bayesian networks using probability trees.
• The computational complexity of probabilistic inference using Bayesian belief networks
• On Information and Sufficiency

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