An Efficient Concept Drift Detection Method for Streaming Data under Limited Labeling.
Youngin KimCheong Hee ParkPublished in: IEICE Trans. Inf. Syst. (2017)
Keyphrases
- detection method
- concept drift
- streaming data
- data streams
- evolving data streams
- novelty detection
- detection algorithm
- drift detection
- incremental clustering
- data stream mining
- non stationary
- classification algorithm
- change detection
- mining data streams
- active learning
- ensemble classifier
- data distribution
- stream data
- sliding window
- ensemble learning
- image segmentation
- concept drifting data streams
- database
- incoming data
- continuous queries
- data management
- computer vision
- data sets