Rough set based approach for inducing decision trees.
Jinmao WeiShuqin WangMing-Yang WangJunping YouDayou LiuPublished in: Knowl. Based Syst. (2007)
Keyphrases
- rough sets
- decision trees
- rule induction
- decision rules
- rough set theory
- continuous valued attributes
- fuzzy sets
- attribute reduction
- decision table
- data mining
- information entropy
- granular computing
- variable precision
- rough sets theory
- data analysis
- rule sets
- decision tree induction
- attribute selection
- pattern recognition
- tool for data mining
- knowledge reduction
- attribute reduction algorithm
- machine learning
- fuzzy rough sets
- neural network
- fuzzy logic
- rule extraction
- concept lattice
- genetic programming
- data sets
- set pair analysis
- approximation spaces
- learning process
- expert systems
- real world
- databases