A finite axiomatization of conditional independence and inclusion dependencies.
Miika HannulaJuha KontinenPublished in: Inf. Comput. (2016)
Keyphrases
- conditional independence
- inclusion dependencies
- complete axiomatization
- integrity constraints
- functional dependencies
- bayesian networks
- relational databases
- databases
- data dependencies
- random variables
- graphical models
- learning bayesian networks
- probability distribution
- data exchange
- relational model
- causal models
- structure learning
- directed acyclic graph
- inference rules
- axiomatic characterization
- database theory
- universal relation
- database systems
- database
- possibility theory
- causal discovery
- conditional independencies
- chain graphs
- set of functional dependencies
- containment of conjunctive queries
- database technology
- query answering
- belief revision
- object oriented