Inference Algorithms in Bayesian Networks and the Probanet System.
Heping PanDaniel McMichaelMarta LendjelPublished in: Digit. Signal Process. (1998)
Keyphrases
- bayesian networks
- inference in bayesian networks
- elimination algorithm
- probabilistic inference
- computational cost
- data structure
- optimization problems
- computational complexity
- incomplete data
- learning algorithm
- probabilistic model
- computationally efficient
- theoretical analysis
- naive bayes
- benchmark datasets
- orders of magnitude
- times faster
- probabilistic reasoning
- variable elimination