A Data Stream Subspace Clustering Algorithm.
Xiang YuXiandong XuLiandong LinPublished in: ICYCSEE (2015)
Keyphrases
- data streams
- clustering algorithm
- subspace clustering
- sliding window
- clustering method
- change detection
- low dimensional
- concept drift
- high dimensional data
- subspace clusters
- streaming data
- clusters of arbitrary shapes
- stream data
- transactional data
- fuzzy c means
- fuzzy clustering
- data stream mining
- continuous queries
- stream clustering
- hierarchical clustering
- feature space
- principal component analysis
- lower dimensional
- continuous data streams
- distributed data streams
- spectral clustering
- data sets
- document clustering
- data distribution
- space efficient
- similarity measure
- continuous stream
- data structure
- database systems
- data analysis
- high level declarative
- multi dimensional data
- limited memory
- clustering analysis
- linear subspace
- cluster analysis
- data clustering
- uncertain data
- principal components
- image set