Evaluating the intrinsic dimension of evolving data streams.
Elaine P. M. de SousaAgma J. M. TrainaCaetano Traina Jr.Christos FaloutsosPublished in: SAC (2006)
Keyphrases
- evolving data streams
- intrinsic dimension
- data streams
- stream mining
- concept drift
- intrinsic dimensionality
- streaming data
- high dimensions
- random forests
- diffusion maps
- high dimensional data
- data distribution
- semi supervised
- high dimensional
- nearest neighbor
- data structure
- sliding window
- graph cuts
- low dimensional
- data stream mining
- pattern recognition