Implementation of free and open-source semi-automatic feature engineering tool in landslide susceptibility mapping using the machine-learning algorithms RF, SVM …

EK Sahin - Stochastic Environmental Research and Risk …, 2023 - Springer
Various machine learning (ML) techniques have been recommended and used in the
literature to produce landslide susceptibility map (LSM). On the other hand, feature …

Machine learning and its application in seismology

Y Xu, L Yonghua, G Zengxi - Reviews of Geophysics and Planetary …, 2021 - sjdz.org.cn
It is an inherently challenging scientific endeavor to understand and predict multi-scale, high-
dimensional and nonlinear seismological phenomena. The increasing amount of …

机器学习在地震学中的应用进展

杨旭, 李永华, 盖增喜 - 地球与行星物理论评, 2021 - sjdz.org.cn
理解并预测多尺度, 高维度和非线性的地震学现象是一个极具挑战性的科学任务.
与日俱增的海量观测数据降低了信息收集和信息解读之间的耦合程度, 增加了信息解读的抽象性 …

[PDF][PDF] 人工智能技术在地震减灾应用中的研究进展

隗永刚, 蒋长胜 - 地球物理学进展, 2021 - dsjyj.com.cn
人工智能技术在地震减灾应用中的研究进展 Page 1 2021 年第36 卷第2 期 2021,36( 2) : 0516-0524
地球物理学进展Progress in Geophysics http: //www.progeophys.cn ISSN 1004-2903 CN 11-2982 …

[HTML][HTML] Support vector machines applied to fast determination of the geographical coordinates of earthquakes. The case of El Rosal seismological station, Bogotá …

LH Ochoa, LF Niño, CA Vargas - Dyna, 2019 - scielo.org.co
The objective of this research was to determine the latitude and longitude of seismic events
using support vector machines (SVMs) and seismic records from El Rosal station, which is …

Máquinas de vectores de soporte aplicadas a la determinación rápida de coordenadas geográficas de terremotos Caso de la estación sismológica El Rosal, Bogotá …

LHO Gutierrez, LFN Vasquez, CAV Jimenez - Dyna, 2019 - search.proquest.com
The objective of this research was to determine seismic events latitude and longitude using
support vector machines (SVMs) and seismic records from “El Rosal” station, which is …