A Data Streams Analysis Strategy Based on Hoeffding Tree with Concept Drift on Hadoop System.
Xin SongHuiyuan HeShaokai NiuJing GaoPublished in: CBD (2016)
Keyphrases
- concept drift
- data streams
- streaming data
- sliding window
- data stream mining
- drifting concepts
- non stationary
- stream data
- incremental clustering
- image processing
- data stream classification
- mining data streams
- drift detection
- image analysis
- data distribution
- change detection
- data analysis
- small number
- evolving data streams
- batch learning
- high speed data streams