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Local clustering via approximate heat kernel PageRank with subgraph sampling

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 prohibitively larg...

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Detalles Bibliográficos
Autores principales: Lu, Zhenqi, Wahlström, Johan, Nehorai, Arye
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8338971/
https://www.ncbi.nlm.nih.gov/pubmed/34349197
http://dx.doi.org/10.1038/s41598-021-95250-w