Nonlinear Manifold Learning for Data Stream.
Martin H. C. LawNan ZhangAnil K. JainPublished in: SDM (2004)
Keyphrases
- nonlinear manifold learning
- data streams
- sliding window
- manifold learning
- low dimensional
- streaming data
- distributed data streams
- concept drift
- continuous data streams
- data stream mining
- change detection
- outlier detection
- data visualization
- massive data streams
- continuous queries
- transactional data
- stream processing
- stream data
- data distribution
- space efficient
- data sets
- heavy hitters
- high speed data streams
- machine learning
- pattern recognition
- feature extraction
- business intelligence
- unsupervised learning
- semi supervised
- high dimensional
- association rules
- preprocessing