A Discussion of Attribute Reduction in Fuzzy Rough Sets Using Support Vector Machine.
Eric C. C. TsangDegang ChenSuyun ZhaoQiang HePublished in: SMC (2006)
Keyphrases
- fuzzy rough sets
- attribute reduction
- support vector machine
- rough sets
- rough set theory
- decision table
- support vector
- fuzzy sets
- training data
- decision rules
- feature selection
- concept lattice
- data reduction
- lower and upper approximations
- information entropy
- classification algorithm
- classification accuracy
- training set
- feature space
- machine learning
- approximation operators
- fuzzy logic
- classification rules
- knowledge discovery
- control system
- granular computing
- feature extraction
- rough approximations
- databases