Explanation of probabilistic inference for decision support systems.

Chris Elsaesser

Published in: Int. J. Approx. Reason. (1988)

Keyphrases

probabilistic inference
decision support system
graphical models
decision support
influence diagrams
context specific independence
bayesian networks

expert systems
weighted model counting
management system
bayesian belief networks
decision making
approximate inference
decision makers

conditional probabilities
belief networks
message passing
risk management
data warehouse
case based reasoning
medical decision support systems

variable elimination
real world
data sets
support systems
probabilistic model
pairwise