Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier.
Ying ShenYaliang LiHai-Tao ZhengBuzhou TangMin YangPublished in: BMC Bioinform. (2019)
Keyphrases
- bayes classifiers
- ontology driven
- diagnostic reasoning
- bayes classifier
- model based diagnosis
- feature selection
- medical diagnosis
- reasoning systems
- bayesian networks
- topic maps
- influence diagrams
- belief networks
- naive bayes
- probability density function
- decision trees
- incomplete data
- multi class
- design patterns
- support vector machine
- text classification
- naive bayes classifier
- pairwise
- training data