Online Feature Screening for Data Streams with Concept Drift.
Mingyuan WangAdrian BarbuPublished in: CoRR (2021)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- stream clustering
- mining data streams
- data stream classification
- drift detection
- stream data
- change detection
- data stream mining
- sliding window
- evolving data streams
- data distribution
- non stationary
- incremental clustering
- batch learning
- ensemble classifier
- feature vectors
- continuous queries
- classification algorithm
- image analysis
- image processing
- high speed data streams
- feature extraction
- limited memory
- machine learning
- supervised learning