The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases.
Marco RamoniPaola SebastianiPublished in: IDA (1997)
Keyphrases
- bayesian networks
- databases
- complex domains
- expert knowledge
- knowledge discovery
- knowledge acquisition
- acquire knowledge
- expert systems
- knowledge management
- incomplete knowledge
- database
- student modeling
- database systems
- knowledge base
- data warehouse
- knowledge representation
- metadata
- design process
- information systems
- knowledge engineering
- incomplete data
- data mining
- statistical data
- inconsistent information
- probabilistic knowledge
- qualitative knowledge
- learning bayesian networks
- missing information
- bayesian network classifiers
- structure learning
- autoregressive
- knowledge sharing
- data mining techniques
- graphical models
- data sets