Transformer Multivariate Forecasting: Less is More?
Jingjing XuCaesar WuYuan-Fang LiPascal BouvryPublished in: CoRR (2024)
Keyphrases
- short term
- fuzzy logic
- regression model
- fault diagnosis
- power transformers
- financial time series
- multivariate time series
- forecasting model
- weather forecasting
- point processes
- exchange rate
- multivariate gaussian distribution
- database
- exponential smoothing
- multivariate data
- support vector regression
- prediction model
- power system
- foreign exchange
- high voltage
- grey model
- neural network
- mixed data
- long term
- crude oil
- multiscale
- artificial intelligence
- learning algorithm
- multivariate normal