An improved kernel-based incremental extreme learning machine with fixed budget for nonstationary time series prediction.
Wei ZhangAiqiang XuDianfa PingMingzhe GaoPublished in: Neural Comput. Appl. (2019)
Keyphrases
- non stationary
- extreme learning machine
- multi category
- support vector regression
- feedforward neural networks
- feed forward neural networks
- support vector machine
- neural network
- hidden nodes
- incremental learning
- random fields
- single layer
- autoregressive
- support vector
- gaussian processes
- variable selection
- activation function
- concept drift
- back propagation
- recurrent neural networks
- kernel methods
- coding scheme