On a simple method for testing independencies in Bayesian networks.
Cory J. ButzAndré E. dos SantosJhonatan de S. OliveiraChristophe GonzalesPublished in: Comput. Intell. (2018)
Keyphrases
- bayesian networks
- conditional independence
- conditional independencies
- conditional probabilities
- structure learning
- conditional probability tables
- graphical models
- bayesian network structure
- test cases
- context specific
- parameter learning
- probabilistic reasoning
- directed acyclic graph
- bayesian network learning
- causal graph
- learning bayesian networks
- probabilistic inference
- information systems
- database
- expert knowledge
- text classification
- markov blanket
- special case
- case study
- information retrieval