基于条件互信息和概率突跳机制的贝叶斯网络结构学习算法 (Bayesian Network Structure Learning Algorithm Based on Conditional Mutual Information and Probabilistic Jumping Mechanism).
Zhongqiang WeiHongzhe XuWen LiXiaolin GuiPublished in: 计算机科学 (2015)
Keyphrases
- bayesian network structure
- bayesian networks
- conditional mutual information
- learning algorithm
- bayesian network structures
- conditional probabilities
- mutual information
- learning bayesian networks
- conditional independence
- directed acyclic graph
- probabilistic model
- selection criterion
- random variables
- search space
- probabilistic inference
- graphical models
- training data
- machine learning
- probability distribution
- machine learning algorithms
- structure learning
- scoring function
- supervised learning
- markov networks
- training examples
- naive bayes
- data mining