Depression Diagnosis Based on Ontologies and Bayesian Networks.
Yue-Shan ChangWan-Chun HungTong-Ying JuangPublished in: SMC (2013)
Keyphrases
- bayesian networks
- diagnostic reasoning
- model based diagnosis
- medical diagnosis
- fault diagnosis
- semantic web
- knowledge base
- knowledge representation
- conditional independence
- incomplete data
- graphical models
- ontology mapping
- ontology integration
- naive bayes
- owl ontologies
- probabilistic model
- semantic web technologies
- causal reasoning
- model based reasoning
- probabilistic modeling
- structure learning
- databases
- information integration
- probabilistic inference
- domain specific
- conditional probabilities
- domain ontology
- random variables
- semantically rich
- multiple faults
- related concepts
- semantic technologies
- probabilistic reasoning
- semantic relationships
- decision trees
- hidden variables
- data model
- semantic relations