Link Prediction with Persistent Homology: An Interactive View

Link prediction is an important learning task for graph-structured data. In this paper, we propose a novel topological approach to characterize interactions between two nodes. Our topological feature, based on the extended persistent homology, encodes rich structural information regarding the multi-...

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Hauptverfasser:	Yan, Zuoyu, Ma, Tengfei, Gao, Liangcai, Tang, Zhi, Chen, Chao
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
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