Faster coreset construction for subspace and projective clustering.
Rameshwar PratapSandeep SenPublished in: CoRR (2016)
Keyphrases
- subspace clustering
- clustering method
- clustering algorithm
- clustering high dimensional data
- high dimensional data
- k means
- principal components analysis
- data clustering
- unsupervised learning
- locality preserving
- categorical data
- low dimensional
- high dimensional
- outlier detection
- information theoretic
- cluster analysis
- data mining
- hierarchical clustering
- fuzzy clustering
- construction process
- learning algorithm
- subspace projections
- subspace clusters
- planar curves
- memory efficient
- similarity measure
- subspace learning
- lower dimensional
- data analysis
- principal components
- document clustering
- data points