Active Sample Selection Based Incremental Algorithm for Attribute Reduction With Rough Sets.
Yanyan YangDegang ChenHui WangPublished in: IEEE Trans. Fuzzy Syst. (2017)
Keyphrases
- rough sets
- sample selection
- knowledge reduction
- rough set theory
- algorithm for attribute reduction
- decision table
- attribute reduction
- information entropy
- active learning
- discernibility matrix
- attribute reduction algorithm
- fuzzy sets
- decision rules
- training data
- selection strategy
- rough sets theory
- data mining
- dominance relation
- support vector machine
- rule induction
- data analysis
- pattern recognition
- rule extraction
- learning algorithm
- training set
- data sets
- partial order
- feature selection
- decision trees
- evolutionary algorithm