Classifying large data sets using SVMs with hierarchical clusters.
Hwanjo YuJiong YangJiawei HanPublished in: KDD (2003)
Keyphrases
- hierarchical clustering
- hierarchical structure
- support vector
- hierarchical classification
- hierarchical clustering algorithms
- clustering algorithm
- data sets
- multi class
- feature selection
- agglomerative clustering
- unsupervised learning
- kernel function
- hyperplane
- training support vector machines
- reduced set
- data analysis
- support vectors
- binary classification
- generalization ability
- support vector machine
- input space
- cluster analysis
- cost sensitive
- fuzzy clustering
- feature vectors
- data clustering
- multiple kernel learning
- maximum margin
- linear svm
- active learning
- logistic regression
- feature extraction
- sparse kernel
- knn