Advanced Deep Regression Models for Forecasting Time Series Oil Production.
Siavash HosseiniThangarajah AkilanPublished in: CoRR (2023)
Keyphrases
- regression model
- oil production
- support vector regression
- forecasting accuracy
- prediction model
- weather forecasting
- exponential smoothing
- financial time series
- arma model
- linear regression model
- regression analysis
- regression methods
- chaotic time series
- generalized linear models
- forecasting model
- linear model
- bp neural network
- model selection
- short term
- petroleum industry
- multivariate regression
- oil field
- machine learning
- box jenkins
- multiple linear regression
- explanatory variables
- stock market
- arima model
- target variable
- regression method
- software effort
- evolutionary algorithm
- interval valued data
- generalized linear
- predictive model
- non stationary
- support vector machine
- neural network