Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces.
Su YanAlex Hai WangDongwon LeeC. Lee GilesPublished in: PAKDD (2009)
Keyphrases
- high dimensional feature spaces
- constrained clustering
- pairwise
- pairwise constraints
- semi supervised
- spectral clustering
- high dimensional
- clustering method
- duplicate detection
- subspace clustering
- data sets
- high dimensional feature space
- high dimensional data
- clustering algorithm
- similarity measure
- feature space
- subspace clusters
- k means
- hierarchical clustering
- constraint satisfaction
- loss function
- unlabeled data
- labeled data
- multi class
- data representation
- decision boundary
- semi supervised learning
- data mining
- hierarchical structure
- data clustering
- database
- low dimensional
- distance measure