Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction.
Minhao LiuAiling ZengQiuxia LaiQiang XuPublished in: CoRR (2021)
Keyphrases
- weather forecasting
- financial time series
- forecasting accuracy
- quasi periodic
- exponential smoothing
- arma model
- sequential data
- user interaction
- human computer interaction
- dynamic time warping
- chaotic time series
- image processing
- garch model
- stock market
- short term
- box jenkins
- arima model
- multivariate time series
- sequence matching
- gaussian kernel
- temporal sequences
- hybrid model
- non stationary
- long term
- multiscale