Incremental Learning of Concept Drift in Nonstationary Environments.
Ryan ElwellRobi PolikarPublished in: IEEE Trans. Neural Networks (2011)
Keyphrases
- concept drift
- incremental learning
- non stationary
- batch learning
- streaming data
- incremental learning algorithm
- drift detection
- drifting concepts
- fuzzy artmap
- data stream classification
- adaptive algorithms
- data stream mining
- learning process
- random fields
- data streams
- supervised learning
- change detection
- machine learning
- computationally efficient
- classification algorithm
- image analysis
- similarity measure
- database systems
- data sets