Online Feature Screening for Data Streams With Concept Drift.
Mingyuan WangAdrian BarbuPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- concept drift
- data streams
- streaming data
- data stream classification
- drifting concepts
- mining data streams
- drift detection
- data stream mining
- change detection
- stream clustering
- sliding window
- non stationary
- data distribution
- evolving data streams
- stream data
- incremental clustering
- classification algorithm
- high speed data streams
- ensemble classifier
- batch learning
- stream mining
- database
- noisy data streams
- concept drifting
- limited memory
- continuous queries
- active learning
- machine learning
- data sets