A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams.
Manuele LeonelliEva RiccomagnoJim Q. SmithPublished in: CoRR (2016)
Keyphrases
- influence diagrams
- decision problems
- expected utility
- decision analysis
- probabilistic inference
- sensitivity analysis
- utility function
- decision models
- decision making under uncertainty
- limited memory
- decision making
- graphical models
- bayesian networks
- bayesian decision problems
- diagnostic reasoning
- data model
- machine learning
- multi attribute
- belief networks
- graphical representation
- random variables
- query language
- decision trees
- feature selection
- real world