Augmenting learning function to Bayesian network inferences with maximum likelihood parameters.
Weiyi LiuKun YueJiaDong ZhangPublished in: Expert Syst. Appl. (2009)
Keyphrases
- maximum likelihood
- parameter learning
- bayesian networks
- learning systems
- learning algorithm
- supervised learning
- generative model
- expectation maximization
- prior knowledge
- em algorithm
- parameter estimation
- learning tasks
- inductive inference
- discriminative learning
- bayesian network learning
- knowledge acquisition
- k means
- learning process
- random variables
- conditional random fields
- reinforcement learning
- maximum likelihood estimates