Demystify the Messages in the Hugin Architecture for Probabilistic Inference and Its Application.
Dan WuKaren H. JinPublished in: FLAIRS Conference (2006)
Keyphrases
- probabilistic inference
- junction tree
- message passing
- graphical models
- bayesian networks
- influence diagrams
- approximate inference
- belief networks
- weighted model counting
- conditional probabilities
- efficient inference
- context specific independence
- exact inference
- bucket elimination
- probabilistic graphical models
- data sets
- variable elimination
- random variables
- text classification
- probability distribution
- search algorithm
- elimination algorithm