Deriving A Minimal itI-map of a Belief Network Relative to a Target Ordering of its Nodes.
Izhar MatzkevichBruce AbramsonPublished in: UAI (1993)
Keyphrases
- belief networks
- bayesian belief networks
- singly connected
- probabilistic reasoning
- graphical models
- probabilistic inference
- conditional probabilities
- incremental learning
- probability distribution
- graph structure
- stochastic simulation
- bayesian networks
- conditional probability tables
- causal independence
- graphical structure
- directed graph
- maximum a posteriori
- junction tree
- input image
- probabilistic model
- belief nets
- training data
- inference in belief networks