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Earthquake prediction based on community division
Xu, Yanjie; Ren T(任涛); Liu YY(刘意杨); Li, Zhe
作者部门工业控制网络与系统研究室
关键词Earthquake Network Directed Weighted Network Prediction Community Division
发表期刊Physica A: Statistical Mechanics and its Applications
ISSN0378-4371
2018
卷号506页码:969-974
收录类别SCI ; EI
EI收录号20182105226266
WOS记录号WOS:000437077400085
产权排序2
资助机构National Natural Science Foundation of China (61473073, 61104074), Fundamental Research Funds for the CentralUniversities, China (N161702001), and Program for Liaoning Excellent Talents in University, China (LJQ2014028)
摘要

In time-space influence domain, two directed weighted earthquake network are structured based on the earthquake number and the maximum magnitude of Southern California. The earthquake prediction method is proposed based on the minimum edge weight. By CNM (community detection method) community division algorithm, the network is divided into several communities and the top 10 communities can be selected according to the number of nodes. Finally, we compare the accuracy of the divided network with the network without community division. The simulation results show that the community division can improve the accuracy of the earthquake prediction.

语种英语
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/21901
专题工业控制网络与系统研究室
通讯作者Liu YY(刘意杨)
作者单位1.Software College, Northeastern University, Shenyang 110169, China;
2.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110169, China
推荐引用方式
GB/T 7714
Xu, Yanjie,Ren T,Liu YY,et al. Earthquake prediction based on community division[J]. Physica A: Statistical Mechanics and its Applications,2018,506:969-974.
APA Xu, Yanjie,Ren T,Liu YY,&Li, Zhe.(2018).Earthquake prediction based on community division.Physica A: Statistical Mechanics and its Applications,506,969-974.
MLA Xu, Yanjie,et al."Earthquake prediction based on community division".Physica A: Statistical Mechanics and its Applications 506(2018):969-974.
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