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. 当页面提交时，执行相关JS函数检查输入是否合法

    当页面提交时,执行相关JS函数检查输入是否合法 关键代码 <form action="tj.php" method="post" onSubmit=&qu ...

  2. MacBook Pro安装VMware Fusion 11

    下载地址 https://www.vmware.com/cn/products/fusion/fusion-evaluation.html 序列号 TX1NF-PPVRW-A1XAX-X5PVZ-Q7 ...

  3. cf1184E1

    题意简述:给出n个点m条边的无向图,你可以修改第一条边的权值,使得他可能会处于一棵最小生成树中,问你第一条的权值最大(不超过1e9)可以改为多少 题解:不去使用第一条边去跑最小生成树,然后在跑的过程中 ...

  4. 使用pem连接服务器

    后台同学甩给你一个pem文件,username@IP后如何链接服务器 准备:ssh客户端 例子xshell 文件->新建->主机(连接界面主机输入框输入IP)->点击用户身份-> ...

  5. HTTP Error 502.5 - ANCM Out-Of-Process Startup Failure

    问题: 原因:一般来说是由于.NET Core SDK的版本引起的,此时需要观察项目的所需的版本和本地存在的板本是否一致. 本例中,项目所需的版本是2.2如下图所示 本地存在的版本如下图所示,是不存在 ...

  6. Magento 2 中请求( Request ) 后执行的基本过程

    入口 :index.php 引导 Bootstrap::run()  定义于 ./vendor/magento/framework/App/Bootstrap.php 用于 index.php 应用 ...

  7. 正确安装Windows server 2012 r2的方法

    正确安装Windows server 2012 r2的方法,请看下面的步骤 方法/步骤 1 准备好镜像文件,安装 2 输入密钥,下一步 选择下面(带有GUI的服务器).不要选上面的(服务器核心安装), ...

  8. Pycharm有必要改的几个默认设置项

    最近在用Pycharm学习Python的时候,总有两个地方感觉不是很舒服,比如调用方法的时候区分大小写(thread就不会出现Thread,string就不会出现String)等,这让我稍稍有点不舒服 ...

  9. USB闪存驱动器未显示在MacOS的Finder或磁盘工具上?为什么Mac无法识别USB该如何解决？

    您可能会在Mac上无法显示的闪存驱动器上形成困扰.您确定驱动器正常,但Mac计算机无法检测到.  阅读这篇文章,闪存驱动器未显示在MacOS的Finder或磁盘工具上?为什么Mac无法识别USB该如何 ...

  10. Linux网络课程学习第六天

    本节课程主要内容:针对第四章节进行了收尾,以及对第五章的用户身份与文件权限进行了详细讲解. 学习心得:干货很多,收获满满.