Answering queries in hybrid Bayesian networks using importance sampling.
Antonio FernándezRafael RumíAntonio SalmerónPublished in: Decis. Support Syst. (2012)
Keyphrases
- importance sampling
- answering queries
- bayesian networks
- monte carlo
- approximate inference
- query answering
- kalman filter
- markov chain
- particle filter
- probability distribution
- query processing
- database
- posterior distribution
- markov chain monte carlo
- graphical models
- particle filtering
- first order logic
- generative model
- xml queries
- least squares
- posterior probability
- materialized views
- object tracking
- incomplete data
- incomplete information
- data exchange
- random variables
- data mining
- data sets