Subspace Clustering of High Dimensional Data Streams.
Shuyun WangYingjie FanChenghong ZhangHexiang XuXiulan HaoYunfa HuPublished in: ACIS-ICIS (2008)
Keyphrases
- low dimensional
- data streams
- feature space
- high dimensional
- subspace clustering
- transactional data
- high dimensional data
- streaming data
- real time
- stream mining
- principal components analysis
- subspace learning
- sliding window
- data sets
- multi stream
- linear subspace
- dimensionality reduction
- principal component analysis
- feature extraction
- computer vision
- pairwise
- subspace methods
- hilbert space
- image processing
- genetic algorithm
- social awareness
- kernel based nonlinear