Selective ensemble-based online adaptive deep neural networks for streaming data with concept drift.
Husheng GuoShuai ZhangWenjian WangPublished in: Neural Networks (2021)
Keyphrases
- concept drift
- streaming data
- neural network
- drifting concepts
- ensemble learning
- ensemble classifier
- data streams
- concept drifting data streams
- ensemble classification
- drift detection
- noisy data streams
- mining data streams
- non stationary
- data stream mining
- data distribution
- change detection
- classification algorithm
- pattern recognition
- evolving data streams
- incremental clustering
- stream mining
- stream data
- sliding window
- concept drifting
- incoming data
- continuous queries
- image processing
- k nearest neighbor
- ensemble methods
- database
- random forest
- feature space