BayesStore: managing large, uncertain data repositories with probabilistic graphical models.
Daisy Zhe WangEirinaios MichelakisMinos N. GarofalakisJoseph M. HellersteinPublished in: Proc. VLDB Endow. (2008)
Keyphrases
- probabilistic graphical models
- data repositories
- graphical models
- back end
- first order logic
- markov networks
- data mining
- metadata
- latent variables
- data sources
- probabilistic inference
- exact inference
- parameter learning
- belief propagation
- random variables
- conditional random fields
- web data
- belief functions
- probabilistic model
- digital libraries
- scientific data
- approximate inference
- social networks
- databases
- structure learning
- hidden variables
- bayesian networks