MPR-Net: Multi-Scale Pattern Reproduction Guided Universality Time Series Interpretable Forecasting.
Tianlong ZhaoXiang MaXuemei LiCaiming ZhangPublished in: CoRR (2023)
Keyphrases
- multiscale
- weather forecasting
- forecasting accuracy
- financial time series
- box jenkins
- arma model
- garch model
- pattern matching
- stock market
- chaotic time series
- surprising patterns
- hybrid model
- support vector regression
- non stationary
- multivariate time series
- short term
- scale space
- exponential smoothing
- natural images
- edge detection
- dynamic time warping
- cellular automata
- multiple scales
- forecasting model
- arima model
- chronic hepatitis
- autoregressive integrated moving average
- optic flow
- turning points
- moving average
- database programming
- neural network
- pattern discovery
- coarse to fine
- long term
- multiresolution
- image processing
- data mining