A concept-drift perspective on prototype selection and generation.
Ludmila I. KunchevaIain A. D. GunnPublished in: IJCNN (2016)
Keyphrases
- concept drift
- prototype selection
- data streams
- selection algorithm
- streaming data
- drifting concepts
- nearest neighbor classifier
- non stationary
- drift detection
- nearest neighbor
- change detection
- data distribution
- classification algorithm
- nearest neighbor classification
- batch learning
- data stream classification
- neural network
- multi dimensional
- bayesian networks
- feature selection
- learning algorithm