1423 search results - page 1 / 285 » Object-Oriented Bayesian Networks |
UAI
1997
13 years 6 months ago
1997
Bayesian networks provide a modeling language and associated inference algorithm for stochastic domains. They have been successfully applied in a variety of medium-scale applicati...
ENVSOFT
2010
13 years 5 months ago
2010
FLAIRS
2006
13 years 6 months ago
2006
This paper presents three new algorithms for the automatic construction of models from Object Oriented Probabilistic RelationalModels. The first two algorithms are based on the kn...
FLAIRS
2001
13 years 6 months ago
2001
When constructing a Bayesian network, it can be advantageous to employ structural learning algorithms to combine knowledge captured in databases with prior information provided by...
ASC
2000
13 years 6 months ago
2000
A new language and inference algorithm for stochastic modeling is presented. This work refines and generalizes the stochastic functional language originally proposed by [1]. The l...