Tractable inference for probabilistic data models.
Lehel CsatóManfred OpperOle WintherPublished in: Complex. (2003)
Keyphrases
- data model
- bayesian networks
- belief networks
- inference process
- databases
- probabilistic reasoning
- probabilistic inference
- bayes nets
- factor graphs
- probabilistic networks
- database systems
- bayesian reasoning
- data modeling
- probabilistic model
- database design
- logical inference
- probabilistic modeling
- np hard
- relational model
- variable elimination
- data sources
- probabilistic logic
- computational problems
- data integration
- conditional probabilities
- np complete
- data types
- exact inference
- generative model
- bayesian inference
- query language