Acquisition of Causal Models for Local Distributions in Bayesian Networks.
Yang XiangMinh Tri TruongPublished in: IEEE Trans. Cybern. (2014)
Keyphrases
- causal models
- bayesian networks
- causal discovery
- conditional independence
- conditional independencies
- probability distribution
- causal relationships
- observed variables
- random variables
- directed acyclic graph
- causal relations
- structural equation models
- causal reasoning
- conditional probabilities
- structural model
- causal inference
- structure learning
- causal graph
- causal structure
- tractable cases
- probabilistic reasoning
- observational data
- conditional distributions
- observable variables
- bayes nets
- bayesian network classifiers
- discovery process
- joint distribution
- graphical models
- probabilistic model