GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.
Shuyin XiaHao ZhangWenhua LiGuoyin WangElisabeth GiemZizhong ChenPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- rough sets
- attribute reduction
- rough set theory
- information entropy
- decision table
- attribute reduction algorithm
- decision rules
- concept lattice
- rough set model
- preprocessing
- knowledge reduction
- classification algorithm
- fuzzy rough sets
- attribute set
- learning algorithm
- data reduction
- rule induction
- classification accuracy
- decision trees
- rule extraction
- variable precision
- variable precision rough set model
- rule sets
- classification rules
- fuzzy sets
- data analysis
- data mining
- discernibility matrix
- text classification
- pattern recognition
- variable precision rough set
- rough sets theory
- tree structure
- databases