Exploring Localization in Bayesian Networks for Large Expert Systems
Yang XiangDavid L. PooleMichael P. BeddoesPublished in: CoRR (2013)
Keyphrases
- expert systems
- bayesian networks
- expert knowledge
- qualitative knowledge
- structure learning
- probability distribution
- knowledge representation
- knowledge acquisition
- knowledge engineering
- probabilistic reasoning
- conditional probabilities
- fault diagnosis
- knowledge based systems
- conditional independence
- probabilistic inference
- knowledge base
- hidden variables
- localization algorithm
- object localization
- fuzzy logic
- artificial intelligence
- random variables
- incomplete data
- graphical models
- probabilistic model
- bayesian network structure
- learning bayesian networks
- probabilistic modeling
- real time
- accurate localization
- multiply sectioned bayesian networks
- diagnostic reasoning
- bayesian network classifiers
- bayesian belief networks
- case based reasoning
- neural network