A causal mapping approach to constructing Bayesian networks.
Sucheta NadkarniPrakash P. ShenoyPublished in: Decis. Support Syst. (2004)
Keyphrases
- bayesian networks
- causal relationships
- probabilistic reasoning
- causal networks
- probabilistic model
- graphical models
- learning bayesian networks
- conditional independence
- probability distribution
- inference in bayesian networks
- structure learning
- incomplete data
- conditional probabilities
- causal discovery
- markov blanket
- causal independence
- neural network
- expert knowledge
- parameter learning
- random variables
- naive bayes
- causal knowledge
- bayesian network learning
- hidden variables
- causal models
- probabilistic inference
- causal bayesian networks