A scalable supervised algorithm for dimensionality reduction on streaming data.
Jun YanBenyu ZhangShuicheng YanNing LiuQiang YangQianSheng ChengHua LiZheng ChenWei-Ying MaPublished in: Inf. Sci. (2006)
Keyphrases
- learning algorithm
- single pass
- streaming data
- dimensionality reduction
- k means
- supervised dimensionality reduction
- data streams
- semi supervised
- supervised learning
- classification algorithm
- model selection
- low dimensional
- principal component analysis
- nearest neighbor
- support vector machine
- feature space
- pattern recognition
- feature extraction