Some improvements to the Shenoy-Shafer and Hugin architectures for computing marginals

DOI10.1016/S0004-3702(98)00047-2zbMath0909.68019OpenAlexW2099294346WikidataQ127628932 ScholiaQ127628932MaRDI QIDQ1274894

Tuija Schmidt, Prakash P. Shenoy

Publication date: 12 January 1999

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0004-3702(98)00047-2

zbMATH Keywords

Shenoy-Shafer architecturecomputing marginalsHugin architecture

Mathematics Subject Classification ID

Computer system organization (68M99)

Related Items (4)

Ordered valuation algebras: A generic framework for approximating inference ⋮ Resource bounded and anytime approximation of belief function computations. ⋮ Unifying tree decompositions for reasoning in graphical models ⋮ Topological parameters for time-space tradeoff

Cites Work

• Local computation with valuations from a commutative semigroup
• Binary join trees for computing marginals in the Shenoy-Shafer architecture
• An algebra of bayesian belief universes for knowledge‐based systems
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