A Multiscale Concept Drift Detection Method for Learning from Data Streams.
XueSong WangQi KangMengChu ZhouSiYa YaoPublished in: CASE (2018)
Keyphrases
- detection method
- concept drift
- data streams
- multiscale
- drifting concepts
- learning algorithm
- batch learning
- detection algorithm
- non stationary
- evolving data streams
- streaming data
- incremental learning
- face detection
- data distribution
- change detection
- stream data
- concept descriptions
- data sets
- sliding window
- target concept
- region detection
- face recognition
- drift detection
- classification algorithm
- image segmentation
- data stream mining
- clustering algorithm
- data stream classification