Local clustering via approximate heat kernel PageRank with subgraph sampling

Abstract Graph clustering, a fundamental technique in network science for understanding structures in complex systems, presents inherent problems. Though studied extensively in the literature, graph clustering in large systems remains particularly challenging because massive graphs incur a prohibiti...

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Autores principales: Zhenqi Lu, Johan Wahlström, Arye Nehorai
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/55d4c7abc1664b2aad71f02ed7131d26
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