Hugin - The Tool for Bayesian Networks and Influence Diagrams.
Frank JensenUffe KjærulffMichael LangAnders L. MadsenPublished in: Probabilistic Graphical Models (2002)
Keyphrases
- influence diagrams
- bayesian networks
- shafer shenoy
- junction tree
- probabilistic inference
- decision problems
- graphical representation
- decision analysis
- diagnostic reasoning
- sensitivity analysis
- decision making under uncertainty
- decision models
- decision making
- limited memory
- graphical models
- probabilistic reasoning
- causal relationships
- conditional independence
- probabilistic model
- belief networks
- random variables
- expert knowledge
- conditional probabilities
- bayesian decision problems
- machine learning
- approximate inference
- optimal policy
- probability distribution