Matrix-based Bayesian Network for efficient memory storage and flexible inference.
Ji-Eun ByunKilian ZwirglmaierDaniel StraubJunho SongPublished in: Reliab. Eng. Syst. Saf. (2019)
Keyphrases
- bayesian networks
- memory storage
- probabilistic inference
- bayesian network inference
- lightweight
- naive bayes
- main memory
- data mining
- exact inference
- efficient learning
- parameter learning
- neural network
- highly efficient
- approximate inference
- conditional probabilities
- probability distribution
- decision trees
- inference in bayesian networks
- knowledge base