Dynamic adaptation of online ensembles for drifting data streams.
M. Kehinde OlorunnimbeHerna L. ViktorEric PaquetPublished in: J. Intell. Inf. Syst. (2018)
Keyphrases
- dynamic adaptation
- data streams
- concept drift
- sliding window
- online learning
- sensor data
- decision trees
- sensor networks
- streaming data
- ensemble learning
- ensemble methods
- data sets
- neural network
- evolving data streams
- change detection
- random forests
- data distribution
- stream processing
- stream mining
- quality of service
- non stationary