High-Dimensional Data Stream Classification via Sparse Online Learning.
Dayong WangPengcheng WuPeilin ZhaoYue WuChunyan MiaoSteven C. H. HoiPublished in: ICDM (2014)
Keyphrases
- online learning
- high dimensional
- data stream classification
- sparse data
- concept drift
- data streams
- low dimensional
- data stream mining
- dimensionality reduction
- incremental learning
- sparse coding
- high dimensional data
- e learning
- data points
- missing values
- multi dimensional
- feature space
- high dimension
- active learning
- sparse representation
- data sets
- change detection
- nearest neighbor
- database