3 search results - page 1 / 1 » Macroscopic Models of Clique Tree Growth for Bayesian Networ... |
98
Voted
AAAI
2007
15 years 15 days 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 ...
110
Voted
AI
2010
Springer
14 years 10 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...
100
Voted
UAI
2001
14 years 11 months 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...