Exploration and Reduction of the Feature Space by Hierarchical Clustering.
Dino IencoRosa MeoPublished in: SDM (2008)
Keyphrases
- hierarchical clustering
- feature space
- clustering method
- high dimensional
- partitional clustering
- incremental clustering
- feature selection
- clustering algorithm
- agglomerative hierarchical clustering
- hierarchical clustering algorithm
- mean shift
- single linkage
- single link
- text clustering
- dimension reduction
- image retrieval
- principal component analysis
- model based clustering
- hierarchical clustering methods
- training set
- k means
- classification accuracy
- high dimensionality
- constrained clustering
- dimensionality reduction
- nearest neighbor
- nearest neighbor search
- feature set
- hierarchical clustering algorithms
- image representation
- correlation clustering
- distance measure
- machine learning