1355 search results - page 1 / 271 » Bayesian networks |
FLAIRS
2007
13 years 7 months ago
2007
In this paper, we study the problem of information preservation when decomposing a single Bayesian network into a set of smaller Bayesian networks. We present a method that lossle...
IJIS
2006
13 years 5 months ago
2006
We discuss an application of a family of Bayesian network models
IFIP12
2008
13 years 6 months ago
2008
Obtaining a bayesian network from data is a learning process that is divided in two steps: structural learning and parametric learning. In this paper, we define an automatic learni...
EUSFLAT
2003
13 years 6 months ago
2003
Bayesian networks are formal graphical languages for representation and communication of decision scenarios requiring reasoning under uncertainty. We will analyze Bayesian network...
IPL
2008
13 years 5 months ago
2008
Bayesian Network structures with a maximum in-degree of k can be approximated with respect to a positive scoring metric up to an factor of 1/k. Key words: approximation algorithm,...