Least squares support vector machines based on fuzzy rough set.
Zhi-Wei ZhangDegang ChenQiang HeHui WangPublished in: SMC (2010)
Keyphrases
- least squares support vector machine
- fuzzy rough sets
- ls svm
- rough sets
- fuzzy sets
- attribute reduction
- least squares
- rough approximations
- fuzzy relations
- small sample
- rough set theory
- statistical learning theory
- support vector
- decision trees
- data mining
- improved algorithm
- decision rules
- support vector machine
- high dimension
- feature extraction
- image processing
- artificial intelligence