Multi-resolution Time-Series Transformer for Long-term Forecasting.
Yitian ZhangLiheng MaSoumyasundar PalYingxue ZhangMark CoatesPublished in: CoRR (2023)
Keyphrases
- long term
- short term
- multiresolution
- forecasting accuracy
- forecasting model
- chaotic time series
- weather forecasting
- stock market
- medium term
- arima model
- short term prediction
- load forecasting
- financial time series
- fuzzy logic
- arma model
- box jenkins
- demand forecasting
- mackey glass
- exponential smoothing
- wavelet transform
- bp neural network
- dynamic time warping
- image fusion
- fault diagnosis
- stock price
- coarse to fine
- wind speed
- garch model
- power transformers
- wind power
- power system
- hierarchical representation
- hybrid model
- high voltage
- autoregressive integrated moving average
- multivariate time series
- neural network model
- subband
- support vector
- turning points
- moving average
- autoregressive
- support vector regression
- multiscale
- decision making