Understanding Concept Drift.
Geoffrey I. WebbLoong Kuan LeeFrançois PetitjeanBart GoethalsPublished in: CoRR (2017)
Keyphrases
- concept drift
- data streams
- streaming data
- non stationary
- drift detection
- data distribution
- drifting concepts
- classification algorithm
- target concept
- incremental clustering
- data stream mining
- data stream classification
- change detection
- novelty detection
- evolving data streams
- batch learning
- ensemble classifier
- image analysis
- training data
- decision trees
- concept descriptions
- data mining
- neural network