华南地震2012，Vol.32Issue(4)：52-58,7.
支持向量机方法在地球物理学中的应用与展望
Application and Expectation of Support Vector Machine Method in Geophysics
李希亮 1李栋梁 2张玲 1董晓娜 1吴丹桐 1李霞 1金鹏 1赵小贺1
作者信息
- 1. 山东省地震局,山东济南 250014
- 2. 潍坊市地震局,山东潍坊 261041
- 折叠
摘要
Abstract
Support Vector Machine method is a machine leaning method based on statistical learning theory. It shows obvious advantages in processing small-sample, high dimensional pattern recognition, and nonlinear problems. In this paper, its classification principle and application status in seismic exploration, the oil gas reservoir prediction, magnetotelluric and earthquake monitoring are briefly reviewed, indicating that it is effective in geophysical research. Support vector machine method will be more extensive applied in geophysics as it continuously refines and improves.关键词
支持向量机/地球物理学/展望Key words
Support Vector Machine/Geophysics/Prospect分类
天文与地球科学引用本文复制引用
李希亮,李栋梁,张玲,董晓娜,吴丹桐,李霞,金鹏,赵小贺..支持向量机方法在地球物理学中的应用与展望[J].华南地震,2012,32(4):52-58,7.
