A New Uncertainty Measure for Belief Networks with Applications to Optimal Evidential Inferencing.
Jiming LiuDavid A. MalufMichel C. DesmaraisPublished in: IEEE Trans. Knowl. Data Eng. (2001)
Keyphrases
- belief networks
- stochastic simulation
- conditional probabilities
- bayesian belief networks
- probabilistic inference
- graphical models
- belief functions
- probabilistic reasoning
- probability distribution
- exact inference
- graphical representation
- dynamic programming
- probabilistic model
- similarity measure
- belief propagation
- bayesian networks
- genetic algorithm
- learning algorithm