On Stopping Evidence Gathering for Diagnostic Bayesian Networks.
Linda C. van der GaagHans L. BodlaenderPublished in: ECSQARU (2011)
Keyphrases
- bayesian networks
- diagnostic reasoning
- evidential reasoning
- expert systems
- medical diagnosis
- conditional probabilities
- probabilistic model
- conditional independence
- machine learning
- probabilistic modeling
- probabilistic reasoning
- structure learning
- diagnostic imaging
- random variables
- text classification
- markov random field
- learning algorithm
- genetic algorithm
- incomplete data
- hidden variables
- approximate inference
- graphical models
- information gathering
- classification accuracy
- bayesian network structure
- differential diagnosis
- real time