Exploiting causal independence in large Bayesian networks.
Rasa JurgelenaitePeter J. F. LucasPublished in: Knowl. Based Syst. (2005)
Keyphrases
- causal independence
- bayesian networks
- conditional independence
- bayesian network inference
- probabilistic inference
- conditional probabilities
- probabilistic reasoning
- graphical models
- structure learning
- probabilistic model
- probability distribution
- random variables
- belief networks
- markov logic networks
- hidden variables
- posterior probability
- parameter learning
- expert systems
- approximate inference
- markov networks
- message passing
- logic programming
- model selection
- neural network