A Temporal Bayesian Network for Diagnosis and Prediction.
Gustavo Arroyo-FigueroaLuis Enrique SucarPublished in: UAI (1999)
Keyphrases
- expert systems
- fault diagnosis
- bayesian networks
- medical diagnosis
- diagnostic reasoning
- prediction accuracy
- spatio temporal
- spatial and temporal
- conditional probabilities
- temporal information
- temporal databases
- temporal data
- graphical models
- prediction algorithm
- prediction model
- temporal constraints
- temporal patterns
- fault detection
- temporal dimension
- model based reasoning
- dynamic systems
- prediction error
- probabilistic inference
- conditional independence
- structure learning
- probabilistic reasoning
- temporal reasoning
- temporal analysis
- learning bayesian networks
- uncertain knowledge