Diagnosis and Prognosis: From Rule-Based Systems to First-Order Graphical Models.
George F. LugerPublished in: IICAI (2007)
Keyphrases
- graphical models
- rule based systems
- diagnostic process
- belief propagation
- random variables
- knowledge representation
- probabilistic model
- first order logic
- rule base
- probabilistic inference
- probabilistic graphical models
- approximate inference
- bayesian networks
- model based diagnosis
- knowledge based systems
- structure learning
- expert systems
- conditional random fields
- higher order
- map inference
- factor graphs
- markov networks
- belief networks
- decision making
- influence diagrams
- conditional independence
- machine learning
- message passing
- probabilistic reasoning
- genetic algorithm
- neural network
- decision rules
- undirected graphical models
- relational databases
- pattern recognition