ASVMK: A novel SVMs Kernel based on Apollonius function and density peak clustering.
Shahin PourbahramiMohammad Ali BalafarLeyli Mohammad KhanliPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- support vector
- sparse kernel
- kernel methods
- clustering algorithm
- support vector machine
- clustering method
- density function
- density based clustering algorithm
- support vector machine svm
- self organizing maps
- online learning
- hierarchical clustering
- k means
- feature selection
- generalization ability
- spectral clustering
- data clustering
- probability density
- arbitrary shape
- machine learning
- multi class
- data points
- high dimensional data
- high dimensional
- training support vector machines
- dense regions
- neural network
- face recognition
- kernel pca
- training data
- feature space
- subspace clustering
- knn
- semi supervised
- radial basis function
- unsupervised learning
- cluster analysis