Testing Independencies in Bayesian Networks with i-Separation.
Cory J. ButzAndré E. dos SantosJhonatan de S. OliveiraChristophe GonzalesPublished in: FLAIRS Conference (2016)
Keyphrases
- bayesian networks
- conditional independence
- conditional independencies
- sets of probability measures
- graphical models
- learning bayesian networks
- probabilistic reasoning
- probabilistic model
- structure learning
- random variables
- bayesian network structure
- test set
- test cases
- expert knowledge
- directed acyclic graph
- incomplete data
- database
- genetic algorithm
- hidden variables
- probabilistic inference
- maximum likelihood
- context specific
- probabilistic modeling
- machine learning
- multiply sectioned bayesian networks
- data sets