Optimizing mpf queries: decision support and probabilistic inference.
Héctor Corrada BravoRaghu RamakrishnanPublished in: SIGMOD Conference (2007)
Keyphrases
- probabilistic inference
- decision support
- probabilistic databases
- graphical models
- weighted model counting
- context specific independence
- decision support system
- influence diagrams
- bayesian networks
- conditional probabilities
- message passing
- approximate inference
- query evaluation
- belief networks
- query language
- query processing
- bayesian belief networks
- elimination algorithm
- decision makers
- data warehouse
- model counting
- neural network
- probability distribution
- data sources
- database queries
- higher order
- probabilistic model
- bayesian inference
- pairwise
- decision making