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FLAIRS
2006
13 years 6 months ago
Demystify the Messages in the Hugin Architecture for Probabilistic Inference and Its Application
In this paper, we investigate the semantic meaning of the messages passed in the Hugin architecture for probabilistic inference. By utilizing this information, one can avoid passi...
Dan Wu, Karen H. Jin
ECSQARU
1997
Springer
13 years 8 months ago
Fast-Division Architecture for Dempster-Shafer Belief Functions
Given a number of Dempster-Shafer belief functions there are different architectures which allow to do a compilation of the given knowledge. These architectures are the Shenoy-Sha...
R. Bissig, Jürg Kohlas, Norbert Lehmann
ECSQARU
2003
Springer
13 years 10 months ago
Morphing the Hugin and Shenoy-Shafer Architectures
Abstract. The Hugin and Shenoy–Shafer architectures are two variations on the jointree algorithm, which exhibit different tradeoffs with respect to efficiency and query answeri...
James D. Park, Adnan Darwiche