An ontology-based approach for constructing Bayesian networks.
Stefan FenzPublished in: Data Knowl. Eng. (2012)
Keyphrases
- bayesian networks
- conditional independence
- graphical models
- bayesian network learning
- inference in bayesian networks
- structure learning
- probabilistic inference
- learning bayesian networks
- conditional probabilities
- data sets
- artificial intelligence
- neural network
- random variables
- expert systems
- expert knowledge
- database
- causal relationships
- image sequences
- parameter learning
- real world
- probabilistic knowledge
- bayesian network structure
- variable elimination
- bayesian network models