The Least Squares SVM for the Prediction of Production in the Field of Oil and Gas.
Jun PengYudeng QiaoDedong TangLan GeQinfeng XiaTingting ChenPublished in: Int. J. Cogn. Informatics Nat. Intell. (2018)
Keyphrases
- least squares
- natural gas
- oil field
- ls svm
- support vector
- least squares support vector machine
- support vector machine svm
- prediction accuracy
- industrial production
- oil production
- prediction model
- multi class
- knn
- support vector machine
- kernel function
- svm classifier
- petroleum industry
- quality control
- robust estimation
- real option
- forecasting model
- ensemble classifier
- predictive model
- neural network
- multi class classification
- optical flow
- training data
- genetic algorithm
- generalization ability
- production system
- cross validation
- parameter estimation
- image classification
- feature space
- data sets