Weighted error-output recurrent Xavier echo state network for concept drift handling in water level prediction.
Zongying LiuWenru ZhangMingyang PanChu Kiong LooKitsuchart PasupaPublished in: Appl. Soft Comput. (2024)
Keyphrases
- concept drift
- water level
- recurrent neural networks
- echo state networks
- data streams
- input variables
- streaming data
- ensemble classifier
- drifting concepts
- drift detection
- change detection
- control algorithm
- monitoring system
- prediction accuracy
- concept drifting
- classification algorithm
- non stationary
- data distribution
- data stream classification
- artificial neural networks
- feed forward
- batch learning
- neural network
- input data
- stream data
- text classification
- variable selection
- machine learning
- power consumption
- fuzzy rules