A Stable Stochastic Optimization Algorithm for Triangulation of Bayesian Networks.
Xuchu DongDantong OuyangYuxin YeShasha FengHaihong YuPublished in: WKDD (2010)
Keyphrases
- stochastic optimization algorithm
- bayesian networks
- probabilistic reasoning
- inference in bayesian networks
- conditional independence
- probabilistic modeling
- graphical models
- parameter learning
- expert knowledge
- probabilistic inference
- incomplete data
- databases
- bayesian network inference
- diagnostic reasoning
- learning bayesian networks
- structure learning
- random variables
- naive bayes
- probabilistic model
- hidden variables
- range data
- image data
- machine learning
- bayesian network structures
- neural network
- data sets
- multiply sectioned bayesian networks