Relational Blocking for Causal Discovery.
Matthew J. RattiganMarc E. MaierDavid D. JensenPublished in: AAAI (2011)
Keyphrases
- causal discovery
- causal models
- causal relationships
- discovery process
- causal structure
- bayesian networks
- relational databases
- directed acyclic graph
- conditional independence
- data model
- record linkage
- markov blanket
- data mining
- information retrieval
- causal relations
- real world
- observational data
- learning process
- influence diagrams
- databases