A Comparative Study of Variable Elimination and Arc Reversal in Bayesian Network Inference.
Cory J. ButzJunying ChenKen KonkelPawan LingrasPublished in: FLAIRS Conference (2009)
Keyphrases
- bayesian network inference
- variable elimination
- bayesian networks
- inference in bayesian networks
- probabilistic inference
- approximate inference
- causal independence
- belief networks
- probabilistic model
- graphical models
- conditional independence
- structure learning
- random variables
- posterior probability
- probability distribution
- exact inference
- parameter learning
- neural network
- conditional probabilities
- dynamic bayesian networks
- incomplete data
- machine learning
- decision trees
- junction tree
- least squares