Kappa Updated Ensemble for drifting data stream mining.
Alberto CanoBartosz KrawczykPublished in: Mach. Learn. (2020)
Keyphrases
- data stream mining
- concept drift
- data streams
- streaming data
- stream mining
- data mining
- data stream classification
- stream data
- change detection
- ensemble methods
- non stationary
- data distribution
- neural network
- frequent pattern mining
- random forests
- feature selection
- learning algorithm
- sliding window
- classification algorithm
- database
- small number
- training set
- bayesian networks
- data sets