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Unifying tree decompositions for reasoning in graphical models

Kalev Kask, Rina Dechter, Javier Larrosa & Avi Dechter

Artificial Intelligence 166 (1-2):165-193 (2005)

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A comparison of structural CSP decomposition methods.Georg Gottlob, Nicola Leone & Francesco Scarcello - 2000 - Artificial Intelligence 124 (2):243-282.details Download Export citation Bookmark 9 citations
Bucket elimination: A unifying framework for reasoning.Rina Dechter - 1999 - Artificial Intelligence 113 (1-2):41-85.details Download Export citation Bookmark 22 citations
A general scheme for automatic generation of search heuristics from specification dependencies☆☆preliminary versions of this paper were presented in [15,16,18]. This work was supported in part by nsf grant iis-0086529 and by muri onr award n00014-00-1-0617. [REVIEW]Kalev Kask & Rina Dechter - 2001 - Artificial Intelligence 129 (1-2):91-131.details Download Export citation Bookmark 5 citations
Topological parameters for time-space tradeoff.Rina Dechter & Yousri El Fattah - 2001 - Artificial Intelligence 125 (1-2):93-118.details Download Export citation Bookmark 5 citations
Network-based heuristics for constraint-satisfaction problems.Rina Dechter & Judea Pearl - 1987 - Artificial Intelligence 34 (1):1-38.details Download Export citation Bookmark 55 citations
Some improvements to the Shenoy-Shafer and Hugin architectures for computing marginals.Tuija Schmidt & Prakash P. Shenoy - 1998 - Artificial Intelligence 102 (2):323-333.details Download Export citation Bookmark 2 citations
Tree clustering for constraint networks.Rina Dechter & Judea Pearl - 1989 - Artificial Intelligence 38 (3):353-366.details Download Export citation Bookmark 34 citations

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