Ensemble of Randomized Neural Networks with STD Decomposition for Forecasting Time Series with Complex Seasonality.
Grzegorz DudekPublished in: IWANN (1) (2023)
Keyphrases
- neural network
- chaotic time series
- fuzzy logic
- weather forecasting
- mackey glass
- back propagation
- financial time series
- pattern recognition
- ensemble learning
- highly non linear
- neural network ensemble
- learning algorithm
- dynamic time warping
- forecasting accuracy
- short term
- training data
- quasi periodic
- short term prediction
- decomposition method
- multi layer perceptron
- rbf network
- support vector regression
- ensemble methods
- recurrent neural networks
- feed forward
- neural network model
- complex systems
- non stationary
- high level