An Improved Decision Tree Algorithm Using Rough Set Theory in Clinical Decision Support System.
Qingshan LiJian'guo ZhangHua ChuPublished in: AICI (2012)
Keyphrases
- rough set theory
- decision tree algorithm
- clinical decision support systems
- rough sets
- decision trees
- knowledge discovery
- decision rules
- attribute reduction
- decision table
- classification rules
- clinical practice
- decision support system
- decision support
- cost sensitive
- data analysis
- classification models
- clinical trials
- rule sets
- equivalence relation
- rule induction
- information entropy
- discernibility matrix
- data mining
- logistic regression
- learning algorithm
- database
- attribute set
- concept lattice
- fuzzy sets
- data warehouse
- artificial intelligence
- machine learning
- neural network
- databases