Bayesian network parameter learning using constraint-based data extension method.
Xinxin RuXiaoguang GaoYangyang WangXiaohan LiuPublished in: Appl. Intell. (2023)
Keyphrases
- parameter learning
- bayesian networks
- data sets
- missing data
- bayesian network learning
- prior knowledge
- probabilistic model
- missing values
- em algorithm
- structure learning
- incomplete data
- probability distribution
- pairwise
- training data
- expectation maximization
- parameter estimation
- mutual information
- cross validation
- conditional random fields
- statistical learning
- hidden variables
- feature space
- information retrieval