Families of Triangular Norm Based Kernel Function and Its Application to Kernel k-Means.
Kazushi OkamotoPublished in: SCIS&ISIS (2016)
Keyphrases
- kernel function
- k means
- hilbert space
- kernel methods
- kernel based clustering
- support vector
- feature space
- input space
- kernel matrix
- positive definite
- support vector machine
- clustering algorithm
- kernel matrices
- polynomial kernels
- support vector regression
- kernel parameters
- feature set
- kernel trick
- gaussian kernels
- kernel machines
- kernel learning
- reproducing kernel hilbert space
- high dimensional
- clustering method
- high dimensional feature space
- dot product
- positive semidefinite
- hyperplane
- rbf kernel
- kernel principal component analysis
- kernel discriminant analysis
- objective function
- kernel based nonlinear
- svm classification
- kernel pca
- support vectors
- multiple kernel learning
- image processing
- positive semi definite
- data sets
- pairwise
- document clustering
- spectral clustering
- feature extraction
- fuzzy c means