Approximate Inference of Functional Dependencies from Relations.
Jyrki KivinenHeikki MannilaPublished in: Theor. Comput. Sci. (1995)
Keyphrases
- functional dependencies
- approximate inference
- graphical models
- data dependencies
- universal relation
- multivalued dependencies
- belief propagation
- relational databases
- integrity constraints
- probabilistic inference
- cardinality constraints
- normal form
- set of functional dependencies
- database design
- exact inference
- relational model
- gaussian process
- parameter estimation
- inclusion dependencies
- message passing
- database schemes
- latent variables
- conflict free
- bayesian networks
- xml documents
- approximate functional dependencies
- conditional random fields
- join dependencies
- random variables
- user defined
- closed form
- stereo matching
- graph cuts
- maximum likelihood
- preprocessing
- database systems
- database