A New Bayesian Network Structure Learning Algorithm Mechanism Based on the Decomposability of Scoring Functions.
Guoliang LiLining XingZhongshan ZhangYingwu ChenPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2017)
Keyphrases
- structure learning algorithm
- bayesian networks
- scoring functions
- structure learning
- scoring function
- conditional independence
- graphical models
- markov blanket
- continuous domains
- probabilistic classifiers
- parameter learning
- probabilistic model
- bayesian network classifiers
- posterior probability
- probabilistic inference
- network structure
- parameter estimation
- approximate inference
- conditional probabilities
- random variables
- incomplete data
- transfer learning
- higher order
- probability distribution