Integrating expert knowledge with data in Bayesian networks: Preserving data-driven expectations when the expert variables remain unobserved.
Anthony Costa ConstantinouNorman E. FentonMartin NeilPublished in: Expert Syst. Appl. (2016)
Keyphrases
- expert knowledge
- bayesian networks
- data driven
- expert systems
- domain experts
- knowledge engineering
- domain knowledge
- data collection
- fuzzy logic
- hidden variables
- knowledge base
- prior knowledge
- data sets
- knowledge elicitation
- data points
- data processing
- data analysis
- database
- bayesian network structure
- input variables
- incomplete data
- data quality
- training data
- data structure
- general purpose
- synthetic data
- high quality
- human experts
- raw data
- knowledge acquisition
- conditional probabilities
- decision making
- artificial intelligence
- machine learning
- input data
- learned knowledge
- xml documents