Construction of a Bayesian DAG from Conditional Independencies.
S. K. Michael WongTao LinDan WuPublished in: AI&M (2002)
Keyphrases
- conditional independencies
- bayesian networks
- directed acyclic graph
- conditional independence
- equivalence classes
- posterior probability
- gaussian processes
- dynamic programming
- maximum likelihood
- maximum entropy
- bayesian inference
- association rules
- random walk
- random variables
- partial order
- posterior distribution
- causal models
- genetic algorithm