Criteria to evaluate approximate belief network representations in expert systems.
Sumit SarkarIshwar MurthyPublished in: Decis. Support Syst. (1995)
Keyphrases
- belief networks
- expert systems
- graphical representation
- probabilistic inference
- bayesian belief networks
- graphical models
- probabilistic reasoning
- probability distribution
- knowledge based systems
- conditional probabilities
- conditional probability tables
- junction tree
- causal independence
- knowledge representation
- knowledge acquisition
- stochastic simulation
- knowledge base
- influence diagrams
- knowledge engineering
- structure learning
- belief propagation
- fuzzy logic
- variable elimination
- artificial intelligence
- inference in belief networks
- image sequences
- three dimensional