Exploiting Functional Dependencies in Qualitative Probabilistic Reasoning
Michael P. WellmanPublished in: CoRR (2013)
Keyphrases
- functional dependencies
- probabilistic reasoning
- qualitative probabilistic networks
- bayesian networks
- database design
- relational databases
- integrity constraints
- first order logic
- normal form
- probabilistic logic
- probabilistic inference
- relational model
- data dependencies
- conflict free
- automated reasoning
- inclusion dependencies
- constraint satisfaction
- belief networks
- user defined
- approximate functional dependencies
- database schemes
- xml documents
- logic programming
- set of functional dependencies
- markov logic networks
- horn theories
- probabilistic networks
- database systems
- statistical relational learning
- data management
- message passing
- data model
- inductive logic programming
- random variables
- multivalued dependencies
- relational data