Discovery of Causal Rules Using Partial Association.
Zhou JinJiuyong LiLin LiuThuc Duy LeBing-Yu SunRujing WangPublished in: ICDM (2012)
Keyphrases
- causal discovery
- rule discovery
- causal models
- pruning the search space
- logical rules
- observational data
- rule sets
- causal reasoning
- causal relationships
- association rules
- knowledge discovery
- classification rules
- production rules
- rule learning
- rule extraction
- pattern discovery
- background knowledge
- bayesian networks
- causal links
- semantic association
- information retrieval
- causal networks
- human experts
- information systems