A Clustering Algorithm Based on Matrix over High Dimensional Data Stream.
Guibin HouRuixia YaoJiadong RenChangzhen HuPublished in: WISM (2010)
Keyphrases
- high dimensional
- data streams
- clustering algorithm
- sliding window
- change detection
- streaming data
- low dimensional
- singular value decomposition
- clustering method
- similarity search
- k means
- transactional data
- fuzzy c means
- fuzzy clustering
- dimensionality reduction
- multi dimensional
- stream data
- similarity matrix
- concept drift
- nearest neighbor
- data stream mining
- clusters of arbitrary shapes
- high dimensional datasets
- incoming data
- metric space
- spectral clustering
- document clustering
- high dimensionality
- data distribution
- parameter space
- subspace clustering
- outlier detection
- principal component analysis
- continuous stream
- stream clustering
- data sets