Sand fraction prediction from seismic attributes using optimized support vector regression in an oil reservoir.
Mohammad Sadegh Amiri BakhtiarGhasem ZargarMohammad Ali RiahiHamid Reza AnsariPublished in: Earth Sci. Informatics (2020)
Keyphrases
- support vector regression
- load forecasting
- oil field
- forecasting accuracy
- regression model
- oil production
- petroleum industry
- kernel function
- support vector
- hybrid model
- support vector machine svm
- prediction model
- ann models
- support vector classification
- hybrid genetic
- singular spectrum analysis
- electronic equipment
- back propagation neural network
- extreme learning machine
- support vector machine
- wavelet frame
- seismic data
- learning algorithm
- autoregressive conditional heteroscedasticity
- regression method
- machine learning
- prediction error
- knn
- pattern recognition
- wavelet neural network
- model selection
- hidden markov models
- genetic algorithm