An Improved Small-Sample Method Based on APSO-LSSVM for Gas-Bearing Probability Distribution Prediction From Multicomponent Seismic Data.
Jiuqiang YangNiantian LinKai ZhangChao FuYan CuiGuihua LiPublished in: IEEE Geosci. Remote. Sens. Lett. (2023)
Keyphrases
- ls svm
- least squares support vector machine
- small sample
- probability distribution
- prediction model
- seismic data
- least squares
- similarity measure
- improved algorithm
- edge detection
- neural network
- correlation coefficient
- support vector machine svm
- test set
- parameter estimation
- model selection
- feature set
- probabilistic model
- prior knowledge
- genetic algorithm