AIS-BN: An Adaptive Importance Sampling Algorithm for Evidential Reasoning in Large Bayesian Networks
Jian ChengMarek J. DruzdzelPublished in: CoRR (2011)
Keyphrases
- bayesian networks
- evidential reasoning
- sampling algorithm
- random sampling
- posterior probability
- markov chain monte carlo
- probabilistic inference
- probabilistic model
- probability distribution
- graphical models
- approximate inference
- conditional probabilities
- reservoir sampling
- incomplete data
- random variables
- image segmentation
- decision trees
- e learning
- feature selection