Modeling complex network epidemics using nodes' roles

被引：0
|
作者：
Vlachos, D. S. [1 ]
Parousis-Orthodoxou, K. J. [1 ]
机构：
[1] Univ Peloponnese, Fac Sci & Technol, Dept Comp Sci & Technol, GR-22100 Tripolis, Greece
来源：
2ND INTERNATIONAL CONFERENCE ON MATHEMATICAL MODELING IN PHYSICAL SCIENCES 2013 (IC-MSQUARE 2013) | 2014年 / 490卷
关键词：
D O I：
10.1088/1742-6596/490/1/012026
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In this work we investigate the usefulness of node roles of complex systems in dynamical processes. More specifically, we use the characteristic equations of an SIS epidemic spreading in order to simulate an actual epidemic spreading. The equations that are used, encapsulate the degree correlations in comparison to the role distribution and the results are compared with an actual epidemic release simulation.
引用
收藏
页数：5
相关论文
共 50 条
  • [41] Suppressing epidemics on networks by exploiting observer nodes
    Takaguchi, Taro
    Hasegawa, Takehisa
    Yoshida, Yuichi
    [J]. PHYSICAL REVIEW E, 2014, 90 (01)
  • [42] Modeling of Interconnected Critical Infrastructure Systems Using Complex Network Theory
    Milanovic, Jovica V.
    Zhu, Wentao
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (05) : 4637 - 4648
  • [43] Modeling infectious epidemics
    Bjornstad, Ottar N.
    Shea, Katriona
    Krzywinski, Martin
    Altman, Naomi
    [J]. NATURE METHODS, 2020, 17 (05) : 455 - 456
  • [44] Quantifying the roles of single stations within homogeneous regions using complex network analysis
    Agarwal, A.
    Marwan, N.
    Maheswaran, R.
    Merz, B.
    Kurths, J.
    [J]. JOURNAL OF HYDROLOGY, 2018, 563 : 802 - 810
  • [45] Concentric characterization and classification of complex network nodes: Application to an institutional collaboration network
    Costa, Luciano da Fontoura
    Rodrigues Tognetti, Marilza A.
    Silva, Filipi Nascimento
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (24) : 6201 - 6214
  • [46] Research on Software Network Key Nodes Mining Methods Based on Complex Network
    Shan, Chun
    Wang, Peng
    Hu, Changzhen
    Gao, Xianwei
    Mei, Shanshan
    [J]. TRUSTED COMPUTING AND INFORMATION SECURITY, CTCIS 2019, 2020, 1149 : 193 - 205
  • [47] RESEARCH ON KEY NODES OF WIRELESS SENSOR NETWORK BASED ON COMPLEX NETWORK THEORY
    Ma Chuang Liu Hongwei Zuo Decheng Wu Zhibo Yang Xiaozong (School of Computer science and technology
    [J]. Journal of Electronics(China), 2011, 28 (03) : 396 - 401
  • [48] Identification of Key Nodes in Aircraft State Network Based on Complex Network Theory
    Wang Zekun
    Wen Xiangxi
    Wu Minggong
    [J]. IEEE ACCESS, 2019, 7 : 60957 - 60967
  • [49] Complex Network Synchronization Analysis with Neural Network Nodes and Time-Delays
    Kazemy, Ali
    [J]. 2016 24TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2016, : 533 - 538
  • [50] Modeling measles epidemics
    不详
    [J]. PLOS MEDICINE, 2005, 2 (11) : 1053 - 1054
12345