Empirical Mode Decomposition, Extreme Learning Machine and Long Short-Term Memory for Time Series Prediction: A Comparative Study.
Elivelto EbermamGabriel De AngeloHelder KnidelRenato A. KrohlingPublished in: BRACIS (2018)
Keyphrases
- empirical mode decomposition
- extreme learning machine
- recurrent neural networks
- non stationary
- feedforward neural networks
- feed forward neural networks
- neural network
- support vector regression
- hidden layer
- artificial neural networks
- feed forward
- activation function
- hidden nodes
- intrinsic mode functions
- single layer
- gaussian processes
- wavelet decomposition
- multi band
- neuro fuzzy
- back propagation
- hilbert huang transform
- function approximation
- variable selection
- moving average
- neural nets
- neural network model
- autoregressive
- pattern recognition
- multi layer
- regression model
- high dimensional
- support vector