Streaming feature-based causal structure learning algorithm with symmetrical uncertainty.
Jing YangXiaoxue GuoNing AnAiguo WangKui YuPublished in: Inf. Sci. (2018)
Keyphrases
- causal structure
- learning algorithm
- causal discovery
- causal relationships
- causal models
- experimental data
- causal ordering
- causal graph
- training data
- data streams
- causal relations
- machine learning
- real world
- supervised learning
- special case
- conditional probabilities
- sensitivity analysis
- search space
- observational data
- bayesian networks
- causal bayesian networks
- databases