Concept drift region identification via competence-based discrepancy distribution estimation.
Fan DongJie LuKan LiGuangquan ZhangPublished in: ISKE (2017)
Keyphrases
- concept drift
- data distribution
- data streams
- streaming data
- drifting concepts
- non stationary
- classification algorithm
- drift detection
- incremental clustering
- batch learning
- target concept
- evolving data streams
- change detection
- data stream mining
- data stream classification
- concept descriptions
- sliding window
- decision trees
- machine learning
- neural network
- data points
- training set
- index structure
- multi dimensional
- input image
- management system