Split Time Series into Patches: Rethinking Long-term Series Forecasting with Dateformer.
Julong YoungHuiqiang WangJunhui ChenFeihu HuangJian PengPublished in: CoRR (2022)
Keyphrases
- short term
- long term
- mackey glass
- chaotic time series
- short term prediction
- forecasting accuracy
- forecasting model
- medium term
- stock market
- weather forecasting
- arima model
- load forecasting
- financial time series
- function approximation
- radial basis function
- box jenkins
- natural images
- exponential smoothing
- neural network
- arma model
- phase space reconstruction
- image patches
- hybrid model
- dynamic time warping
- wind speed
- artificial neural networks
- turning points
- decision trees
- similarity measure
- support vector
- demand forecasting
- moving average
- support vector regression
- multivariate time series
- technology enhanced learning