1423 search results - page 69 / 285 » Object-Oriented Bayesian Networks |
112
Voted
FEGC
2008
15 years 2 months ago
2008
We propose a novel algorithm for extracting the structure of a Bayesian network from a dataset. Our approach is based on generalized conditional entropies, a parametric family of e...
114
click to vote
JMLR
2006
15 years 17 days ago
2006
The task of learning models for many real-world problems requires incorporating domain knowledge into learning algorithms, to enable accurate learning from a realistic volume of t...
102
click to vote
UAI
1996
15 years 1 months ago
1996
We discuss Bayesian methods for learning Bayesian networks when data sets are incomplete. In particular, we examine asymptotic approximations for the marginal likelihood of incomp...
102
Voted
ECSQARU
2005
Springer
15 years 6 months ago
2005
Springer
In a Bayesian network with continuous variables containing a variable(s) that is a conditionally deterministic function of its continuous parents, the joint density function for t...
112
click to vote
NIPS
2008
15 years 2 months ago
2008
Uncertainty is omnipresent when we perceive or interact with our environment, and the Bayesian framework provides computational methods for dealing with it. Mathematical models fo...