HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift.
Dingqi YangBin LiLaura RettigPhilippe Cudré-MaurouxPublished in: ICDM (2017)
Keyphrases
- concept drift
- streaming data
- data streams
- drift detection
- data stream mining
- change detection
- classification algorithm
- evolving data streams
- incremental clustering
- stream mining
- drifting concepts
- data distribution
- sliding window
- similarity measure
- concept descriptions
- stream data
- non stationary
- continuous queries
- batch learning
- data sets
- remote sensing
- high dimensional
- stream processing
- data structure
- image processing
- machine learning
- data mining