Extending Bayesian Networks to Decision Support Systems where the Prior Distribution is Incomplete: A Software Prototype.
Dawn E. HolmesRick C. HouPublished in: IC-AI (2003)
Keyphrases
- decision support system
- prior distribution
- bayesian networks
- conditional probabilities
- probability distribution
- decision support
- posterior distribution
- decision makers
- incomplete data
- decision making
- bayesian framework
- prior information
- data warehouse
- management system
- expert systems
- probability density function
- case based reasoning
- medical decision support systems
- support systems
- posterior probability
- generative model
- databases
- maximum a posteriori
- random variables
- bayesian inference
- missing data
- bayesian methods
- probabilistic model
- statistical analysis
- closed form
- graph cuts
- knowledge discovery
- pairwise
- machine learning