Predicting the Risk of Obesity Using a Bayesian Network.
Christopher C. BunnMin DuKeyi NiuTodd R. JohnsonWalker S. Carlos PostonJohn P. ForeytPublished in: AMIA (1999)
Keyphrases
- bayesian networks
- risk factors
- risk management
- probabilistic reasoning
- graphical models
- probabilistic inference
- high risk
- probabilistic model
- structure learning
- chronic disease
- inference in bayesian networks
- structural learning
- probability distribution
- decision making
- incomplete data
- expert knowledge
- random variables
- blood pressure
- bayesian network inference
- learning bayesian networks
- data sets
- bayesian network learning
- cardiovascular disease
- bayesian network structure
- risk measures
- minimum risk
- student modeling
- natural disasters
- risk analysis
- expected utility
- conditional independence
- causal relationships
- hidden variables
- influence diagrams
- genetic algorithm
- neural network