Clustering Aided Support Vector Machines.
Goce RistanoskiRahul SoniSutharshan RajasegararJames BaileyChristopher LeckiePublished in: MLDM (2017)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- clustering algorithm
- k means
- hierarchical clustering
- cluster analysis
- support vector machine
- categorical data
- clustering method
- outlier detection
- self organizing maps
- loss function
- multi class
- cross validation
- document clustering
- spectral clustering
- unsupervised learning
- kernel function
- kernel methods
- radial basis function
- support vector regression
- dissimilarity measure
- pairwise
- reduced set
- decision trees