Graphical Reasoning with Bayesian Networks.
Ildikó FleschPeter J. F. LucasPublished in: SGAI Conf. (2006)
Keyphrases
- bayesian networks
- probabilistic reasoning
- graphical representation
- belief updating
- diagnostic reasoning
- probabilistic knowledge
- chain graphs
- evidential reasoning
- knowledge base
- knowledge representation
- model based reasoning
- probabilistic logic
- meta level
- uncertain knowledge
- structure learning
- probabilistic model
- conditional independence
- probabilistic inference
- automated reasoning
- parameter learning
- probability distribution
- reasoning systems
- learning bayesian networks
- inference in bayesian networks
- graphical models
- bayesian network learning
- rule based reasoning
- qualitative reasoning
- bayesian belief networks
- reasoning process
- neural network
- default reasoning
- maximum entropy
- conditional probabilities
- domain knowledge
- learning algorithm