Analyzing and Repairing Concept Drift Adaptation in Data Stream Classification.
Ben HalsteadYun Sing KohPatricia RiddleRussel PearsMykola PechenizkiyAlbert BifetGustavo OlivaresGuy CoulsonPublished in: DSAA (2021)
Keyphrases
- concept drift
- data stream classification
- data streams
- streaming data
- non stationary
- data stream mining
- drifting concepts
- drift detection
- change detection
- data distribution
- classification algorithm
- incremental learning
- missing values
- stream data
- batch learning
- computer vision
- huge number
- small number
- image analysis
- similarity measure
- database systems