Integration of Hybrid Bio-Ontologies using Bayesian Networks for Knowledge Discovery.
Kenneth McGarrySheila GarfieldNick MorrisStefan WermterPublished in: NeSy (2007)
Keyphrases
- knowledge discovery
- bayesian networks
- information integration
- databases
- semantic integration
- formal concept analysis
- data integration
- inference in bayesian networks
- data mining techniques
- graphical models
- association rules
- probabilistic model
- learning bayesian networks
- knowledge representation
- ontology alignment
- semantic web
- knowledge discovery process
- data mining and knowledge discovery
- probabilistic reasoning
- structure learning
- knowledge base
- ontology matching
- ontology mapping
- knowledge discovery in databases
- knowledge discovery and data mining
- semantically heterogeneous
- data mining
- data analysis
- outlier detection
- heterogeneous databases
- database
- decision trees
- data model
- data sources
- probability distribution
- bayesian belief networks
- semantic web technologies
- domain ontology
- expert knowledge
- probabilistic inference
- topic maps
- incomplete data
- concept lattice
- hidden variables