A novel spectral clustering algorithm based on neighbor relation and Gaussian kernel function with only one parameter.
Hao ZhouZekun WangHongjia ChenXiang WangPublished in: Soft Comput. (2024)
Keyphrases
- kernel function
- clustering algorithm
- kernel parameters
- gaussian kernel
- rbf kernel
- kernel methods
- gaussian kernels
- support vector
- polynomial kernels
- reproducing kernel hilbert space
- support vector machine
- feature space
- input space
- k means
- support vector regression
- kernel matrix
- high dimensional
- support vectors
- nearest neighbor
- high dimensional feature space
- positive definite
- dot product
- fuzzy c means
- kernel learning
- kernel matrices
- gaussian model
- clustering method
- optimal parameters
- multiple kernel learning
- machine learning
- spectral clustering
- multispectral
- svm classifier
- training set
- training data