An Algebraic Characterization of Equivalent Bayesian Networks.
S. K. Michael WongDan WuPublished in: Intelligent Information Processing (2002)
Keyphrases
- bayesian networks
- conditional probabilities
- conditional independence
- probabilistic model
- expert knowledge
- inference in bayesian networks
- bayesian network structure
- learning bayesian networks
- approximate inference
- hidden variables
- random variables
- probability distribution
- incomplete data
- probabilistic inference
- structure learning
- probabilistic reasoning
- generative model
- structural models
- bayesian network models
- bayesian network inference
- bayesian network learning