Improving Bayesian Network Structure Search with Random Variable Aggregation Hierarchies.
John BurgeTerran LanePublished in: ECML (2006)
Keyphrases
- random variables
- bayesian network structure
- conditional independence
- bayesian networks
- directed acyclic graph
- search space
- conditional probabilities
- graphical models
- search algorithm
- learning bayesian networks
- probability distribution
- training set
- continuous variables
- probabilistic inference
- statistical data
- probabilistic graphical models