A Filter Feature Selection Method for Clustering.
Pierre-Emmanuel JouveNicolas NicoloyannisPublished in: ISMIS (2005)
Keyphrases
- clustering method
- feature selection
- method for feature selection
- preprocessing
- unsupervised learning
- high accuracy
- pairwise
- cross validation
- hierarchical clustering
- classification accuracy
- segmentation method
- model selection
- cost function
- unsupervised feature selection
- similarity measure
- feature subset
- neural network
- data clustering
- information gain
- feature extraction
- decision trees
- text categorization
- mutual information
- feature set
- multi class
- support vector machine
- significant improvement
- objective function
- multiscale