3 search results - page 1 / 1 » Macroscopic Models of Clique Tree Growth for Bayesian Networ... |
103
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AAAI
2007
15 years 1 months ago
2007
In clique tree clustering, inference consists of propagation in a clique tree compiled from a Bayesian network. In this paper, we develop an analytical approach to characterizing ...
115
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AI
2010
Springer
14 years 11 months ago
2010
Springer
Bayesian networks (BNs) are used to represent and ef ciently compute with multi-variate probability distributions in a wide range of disciplines. One of the main approaches to per...
102
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UAI
2001
15 years 7 days ago
2001
Many real life domains contain a mixture of discrete and continuous variables and can be modeled as hybrid Bayesian Networks (BNs). An important subclass of hybrid BNs are conditi...