Forecasting Wavelet Transformed Time Series with Attentive Neural Networks.
Yi ZhaoYanyan ShenYanmin ZhuJunjie YaoPublished in: ICDM (2018)
Keyphrases
- neural network
- forecasting accuracy
- chaotic time series
- wavelet transformed
- neural network model
- mackey glass
- weather forecasting
- short term prediction
- financial time series
- bp neural network
- exponential smoothing
- arma model
- box jenkins
- short term
- pattern recognition
- arima model
- backpropagation neural networks
- wavelet coefficients
- hybrid model
- support vector regression
- forecasting model
- dynamic time warping
- artificial neural networks
- prediction model
- stock market
- image compression
- recurrent neural networks
- feed forward
- exchange rate
- genetic algorithm
- radial basis function
- fault diagnosis
- back propagation
- autoregressive
- moving average
- biologically inspired
- garch model
- demand forecasting
- pre attentive
- non stationary
- fuzzy logic
- image segmentation
- discrete wavelet transform
- spatial domain
- multiscale
- computer vision