A Dynamic Programming Bayesian Network Structure Learning Algorithm Based on Mutual Information.
Zhigang LvYe LiRuohai DiHongxi WangLiangliang LiPeng WangXiaoyan LiPublished in: J. Circuits Syst. Comput. (2022)
Keyphrases
- structure learning algorithm
- mutual information
- bayesian networks
- dynamic programming
- structure learning
- conditional independence
- image registration
- probabilistic classifiers
- continuous domains
- graphical models
- feature selection
- similarity measure
- stereo matching
- markov blanket
- state space
- posterior probability
- probability distribution
- random variables
- probabilistic model
- image processing
- information gain
- incomplete data
- naive bayes
- reinforcement learning
- evolutionary algorithm
- bayesian network classifiers
- parameter learning
- probabilistic inference
- conditional probabilities
- transfer learning
- causal relationships
- hidden variables
- influence diagrams
- causal discovery
- least squares
- generative model