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Binary Join Trees for Computing Marginals in the Shenoy-Shafer Architecture
Shenoy, Prakash P.
Shenoy, Prakash P.
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Abstract
The main goal of this paper is to describe a data structure called binary join trees that are useful in computing multiple marginals efficiently in the Shenoy-Shafer architecture. We define binary join trees, describe their utility, and describe a procedure for constructing them.
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Date
1997-08
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Elsevier Science Publishers B. V.
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Keywords
Local computation, Fusion algorithm, Binary join trees, Join trees
Citation
Shenoy, P. P., "Binary Join Trees for Computing Marginals in the Shenoy-Shafer Architecture," International Journal of Approximate Reasoning, Vol. 17, Nos 2--3, 1997, pp. 239--263.