Towards Conditional Independence Test for Relational Data.
Sanghack LeeVasant G. HonavarPublished in: UAI (2017)
Keyphrases
- relational data
- conditional independence
- bayesian networks
- relational databases
- random variables
- probability distribution
- graphical models
- directed acyclic graph
- axiomatic characterization
- relational classification
- structured data
- relational clustering
- statistical relational learning
- relational learning
- causal models
- structure learning
- data objects
- xml data
- probability theory
- multi type
- knowledge representation
- xml documents
- semi supervised
- natural language
- search engine