1. Convert time series into weighted networks.

2. link prediction is used to evaluate the performance of the weighted network.

3. different ways of generating VG: horizontal visibility graph[29]. multi-scale limited penetrable visibility graph[30].

Methodology

The first step is to generate weights of vertices in the time series??

two operators: Induced ordered weighted averaging (IOWA) operator and visibility graph aggregation (VGA) operator

Then two different strategies, averaging strategy and gravity strategy, are applied to distribute the weights of nodes to the weights of edges, so that a weighted network is established.

Paper: A novel visibility graph transformation of time series into weighted networks的更多相关文章

  1. Visibility Graph Analysis of Geophysical Time Series: Potentials and Possible Pitfalls

    Tasks: invest papers  3 篇. 研究主动权在我手里.  I have to.  1. the benefit of complex network: complex networ ...

  2. Paper: A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph

    Problem define a fuzzy visibility graph (undirected weighted graph), then give a new similarity meas ...

  3. Paper: A novel method for forecasting time series based on fuzzy logic and visibility graph

    Problem Forecasting time series. Other methods' drawback: even though existing methods (exponential ...

  4. Weighted Visibility Graph With Complex Network Features in the Detection of Epilepsy

    Their data five data set, 100 single channel of EEG signals, each channel EEG has 4097 data point. t ...

  5. [Paper Reading]--Exploiting Relevance Feedback in Knowledge Graph

    <Exploiting Relevance Feedback in Knowledge Graph> Publication: KDD 2015 Authors: Yu Su, Sheng ...

  6. Summary on Visual Tracking: Paper List, Benchmarks and Top Groups

    Summary on Visual Tracking: Paper List, Benchmarks and Top Groups 2018-07-26 10:32:15 This blog is c ...

  7. 40 JavaScript Chart and Graph Libraries for Developers--reference

    reference:http://www.egrappler.com/javascript-chart-and-graph-libraries-for-developers/ BY TEAMEGRAP ...

  8. 深度学习在graph上的使用

    原文地址:https://zhuanlan.zhihu.com/p/27216346 本文要介绍的这一篇paper是ICML2016上一篇关于 CNN 在图(graph)上的应用.ICML 是机器学习 ...

  9. paper: VG -- re-read

    重点:  1.The constructed graph inherits several properties of the series in its structure. periodic se ...

随机推荐

  1. 浏览器对象模型“BOM”，对浏览器窗口进行访问和操作

    location对象 location.href    url地址 location.hash    锚点 location.hostname    主机名(需要放到服务器上) location.ho ...

  2. vue(六)--计算属性（computed）

    计算属性关键词: computed demo1: <div id="app"> <p>原始字符串: {{ message }}</p> < ...

  3. 通俗易懂的RESTful API实践详解（含代码）

    来源:点击进入 点击上方链接,版面更好 一.什么是RESTful REST 是面向资源的,这个概念非常重要,而资源是通过 URI 进行暴露,URI 的设计只要负责把资源通过合理方式暴露出来就可以了,对 ...

  4. layui 弹出层layer中from初始化 ,并在btn中返回from.data

    1.弹出对话框 layer.open() 来初始化弹层 // 监听添加操作 $(".data-add-btn").on("click", function () ...

  5. gulp常用插件之gulp-beautify使用

    更多gulp常用插件使用请访问:gulp常用插件汇总 gulp-beautify这是一款使用js-beautify进行资产美化插件. 更多使用文档请点击访问gulp-beautify工具官网. 安装 ...

  6. springMVC项目配置文件

    一.springMVC项目配置文件 1.web.xml文件全局配置 <servlet> <servlet-name> dispatcher </servlet-name& ...

  7. 01、学习c++必知的几个网站

    1.https://zh.cppreference.com/ 2.http://www.cplusplus.com/ 3.https://gcc.gnu.org/onlinedocs/libstdc+ ...

  8. Charles抓包问题

    Charles抓包问题 抓包失败解决方法之一:在proxy下的Recording Setting找到解决方法 找到里面的include 把勾去掉,点击OK,然后就恢复正常可以抓包了.

  9. PHP Files functions

    simple functions <?php $docRoot = $_SERVER['DOCUMENT_ROOT']; //readfile($docRoot."/orders/or ...

  10. （三）运用Python模块和包

    1 引言 为了能够在Python项目中高效地运用Python模块和包,我们需要进一步地来了解它们是如何在Python项目中进行定义.使用和工作的. 2 Python模块和包 Python模块和包的基本 ...