Accelerating ELM training over data streams.
Hangxu JiGang WuGuoren WangPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- data streams
- extreme learning machine
- sensor networks
- training set
- sliding window
- training process
- concept drift
- test set
- data sets
- feed forward neural networks
- training algorithm
- learning speed
- sensor data
- stream processing
- multi layer
- training samples
- feedforward neural networks
- mining data streams
- stream data
- distributed data streams
- training phase
- data distribution
- non stationary
- feature space
- e learning
- neural network