Incorporating high-frequency information into edge convolution for link prediction in complex networks

Abstract Link prediction in complex networks aims to mine hidden or to-be-generated links between network nodes, which plays a significant role in fields such as the cold start of recommendation systems, knowledge graph completion and biomedical experiments. The existing link prediction models based...

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Bibliographic Details
Main Authors: Zhiwei Zhang, Haifeng Xu, Guangliang Zhu
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-56144-9

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