A kernel-free fuzzy reduced quadratic surface ν-support vector machine with applications.
Zheming GaoYiwen WangMin HuangJian LuoShanshan TangPublished in: Appl. Soft Comput. (2022)
Keyphrases
- support vector machine
- kernel function
- kernel methods
- support vector
- fuzzy sets
- svm classification
- gaussian kernel
- polynomial kernels
- svm classifier
- d objects
- fuzzy logic
- fuzzy numbers
- surface reconstruction
- fuzzy rules
- feature space
- three dimensional
- multi class
- decision function
- rbf kernel
- membership functions
- reproducing kernel hilbert space
- string kernels
- multiple kernel learning
- support vectors
- fuzzy clustering
- machine learning
- pairwise
- hyperplane
- kernel matrix
- fuzzy controller
- kernel pca
- surface model
- kernel machines
- objective function
- training set
- kernel principal component analysis
- kernel based nonlinear
- kernel density estimator
- rough sets
- support vector machine svm
- classification method
- range data