Simple combining classifiers for a special case of incremental concept drift problem.
Bartosz KurlejPiotr SobolewskiMichal WozniakPublished in: ISDA (2010)
Keyphrases
- concept drift
- incremental clustering
- batch learning
- combining classifiers
- data streams
- classification algorithm
- data distribution
- incremental learning
- change detection
- data sets
- non stationary
- pattern recognition
- ensemble learning
- computer vision
- small number
- prior knowledge
- named entity recognition
- combining multiple
- feature selection
- neural network