Sparse Subspace Clustering for Stream Data.
Ken ChenYong TangLong WeiPengfei WangYong LiuZhongming JinPublished in: IEEE Access (2021)
Keyphrases
- subspace clustering
- stream data
- high dimensional
- data streams
- sliding window
- high dimensional data
- clustering method
- historical data
- subspace clusters
- clustering algorithm
- concept drift
- sequential patterns
- sensor data
- subspace projections
- streaming data
- high dimensionality
- continuous queries
- dimensionality reduction
- network traffic
- multi dimensional
- low dimensional
- change detection
- nearest neighbor
- training data
- feature selection
- learning algorithm