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Jul, 2024
高级图聚类方法：全面深入分析
Advanced Graph Clustering Methods: A Comprehensive and In-Depth Analysis
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Timothé Watteau, Aubin Bonnefoy, Simon Illouz-Laurent, Joaquim Jusseau, Serge Iovleff
TL;DR
本文探讨了图聚类的传统和最新方法，涵盖了基本概念、图论中的背景知识，以及利用深度学习进行聚类的先进技术。通过实验对这些方法进行了综合比较，并讨论了图聚类的实际应用和未来研究方向。
Abstract
graph clustering
, which aims to divide a graph into several
homogeneous groups
, is a critical area of study with applications that span various fields such as social network analysis, bioinformatics, and image se
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