复杂网络系统的简介

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参考的网址

科学网 周涛 2012年关于复杂网络的入门书籍和review 介绍

http://blog.sciencenet.cn/blog-3075-549946.html

周涛 2017年关于复杂网络的review 推荐

https://blog.csdn.net/An_Wu/article/details/78653044?utm_medium=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-15.nonecase&depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-15.nonecase

CSDN 博客 复杂网络入门笔记

https://blog.csdn.net/SHU15121856/article/details/70199009

网络参数的解读

    1. Degree distributions：node连接的edges的数量。
    1. Neighborhood connectivity: neighbors 的数量

  • Stress centrality：构建最短路径经过的数量

  • Betweenness centrality：

degree centrality is the most straightforward measure, reporting how many edges are connected to a node (in this case, how many genes a given TF connects to)

betweenness centrality and eigenvector centrality; genes with high betweenness are essential for the transfer of information within a network, whereas genes with high eigenvector centrality scores have the most substantial influence in terms of their connections to other well-connected genes