BriefGPT.xyz
Jan, 2023
在邻接矩阵中探索有序模式以提升复杂网络机器学习
Exploring ordered patterns in the adjacency matrix for improving machine learning on complex networks
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Mariane B. Neiva, Odemir M. Bruno
TL;DR
本文提出一种基于排序算法的新方法，用于唯一地表示复杂网络的邻接矩阵，并使用此方法进行特征提取和机器学习分类，结果表明这种方法在合成和真实数据的分类上优于先前文献的结果。
Abstract
The use of
complex networks
as a modern approach to understanding the world and its dynamics is well-established in literature. The
adjacency matrix
, which provides a one-to-one representation of a complex networ
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