Learning Bayesian Network Parameters with Domain Knowledge and Insufficient Data.
Zhigao GuoXiaoguang GaoRuohai DiPublished in: AMBN (2017)
Keyphrases
- domain knowledge
- prior knowledge
- learning algorithm
- data sets
- bayesian networks
- data analysis
- data processing
- parameter learning
- expert knowledge
- background knowledge
- input data
- training data
- probability distribution
- data sources
- previously learned
- measured data
- reinforcement learning
- raw data
- bayesian methods
- bayesian network learning
- prior domain knowledge
- incomplete data
- data structure
- knowledge discovery
- hidden variables
- e learning
- statistical data
- knowledge acquisition
- learning bayesian networks
- relational models
- active learning