Optimal granularity selection based on algorithm stability with application to attribute reduction in rough set theory.
Yue GaoDegang ChenHui WangPublished in: Inf. Sci. (2024)
Keyphrases
- rough set theory
- attribute reduction
- rough sets
- decision table
- attribute reduction algorithm
- concept lattice
- information entropy
- rough set model
- attribute set
- decision rules
- knowledge reduction
- data reduction
- discernibility matrix
- preprocessing
- image processing
- neural network
- granular computing
- pattern recognition
- genetic algorithm
- tree structure
- data analysis
- knowledge discovery
- expert systems