An Effective Support Vector Machines (SVMs) Performance Using Hierarchical Clustering.
Mamoun AwadLatifur KhanFarokh B. BastaniI-Ling YenPublished in: ICTAI (2004)
Keyphrases
- hierarchical clustering
- support vector
- large margin classifiers
- learning machines
- support vector machine
- feature selection
- svm classifier
- clustering method
- clustering algorithm
- hyperplane
- support vectors
- logistic regression
- maximum margin
- kernel methods
- generalization ability
- kernel function
- radial basis function
- partitional clustering
- single link
- hierarchical clustering algorithm
- binary classification
- feature space
- multi class
- incremental clustering
- support vector machine svm
- multi class classification
- multiple kernel learning
- knn
- text clustering
- clustering approaches
- cluster ensemble
- machine learning
- semi supervised