Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting.
Masoud KarbasiMumtaz AliAitazaz Ahsan FarooqueMehdi JameiKhabat KhosraviSaad Javed CheemaZaher Mundher YaseenPublished in: Expert Syst. Appl. (2024)
Keyphrases
- short term
- medium term
- weather forecasting
- decision support system
- support vector regression
- database
- united states
- electricity consumption
- exchange rate
- training set
- garch model
- forecasting model
- financial time series
- autoregressive model
- neural network
- multi class
- grey model
- learning algorithm
- forecasting accuracy
- foreign exchange
- predictive model
- training data
- artificial neural networks
- non stationary
- computationally efficient
- long term