Bayesian Network Reasoning with Uncertain Evidences.
Yun PengShenyong ZhangRong PanPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2010)
Keyphrases
- bayesian networks
- probabilistic reasoning
- uncertain information
- diagnostic reasoning
- possibilistic networks
- uncertain knowledge
- graphical models
- reasoning systems
- automated reasoning
- evidential reasoning
- incomplete knowledge
- incomplete data
- knowledge base
- spatial reasoning
- decision making
- learning bayesian networks
- knowledge representation
- subjective probabilities
- reasoning tasks
- probabilistic inference
- bayesian network inference
- possibility theory
- probabilistic networks
- bayesian network classifiers
- parameter learning
- structure learning
- inference in bayesian networks
- influence diagrams
- bayesian network structure
- model based reasoning
- artificial intelligence
- expert systems
- structural learning
- em algorithm
- machine learning
- model based diagnosis
- conditional independence
- probabilistic logic
- reasoning process