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Tree decomposition

Known as: Clique tree, Running intersection property, Junction tree 
In graph theory, a tree decomposition is a mapping of a graph into a tree that can be used to define the treewidth of the graph and speed up solving… 
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Papers overview

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2009
2009
Belief propagation (BP) is one of the bestknown graphical model for inference in statistical physics, artificial intelligence… 
2008
2008
Diagnosis of pathological voice is one of the most important issues in biomedical applications of speech technology. There are… 
2007
2007
The traditional message passing algorithm developed by Pearl in 1980s provides exact inference for discrete poly-tree Bayesian… 
2005
2005
This paper proposes a new approach to the problem of ob- taining the most probable explanations given a set of observations in a… 
1999
1999
We present the fist dynamic algorithm to support the following operations on a chordal graph: (1) test whether deleting or… 
1997
1997
The efficiency of inference in both the Hugin and, most notably, the Shafer-Shenoy architectures can be improved by exploiting… 
Highly Cited
1990
Highly Cited
1990
The intelligent reformulation or restructuring of a belief network can greatly increase the efficiency of inference. However…