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The Hidden Flow Structure and Metric Space of Network Embedding Algorithms Based on Random Walks

Network embedding which encodes all vertices in a network as a set of numerical vectors in accordance with it’s local and global structures, has drawn widespread attention. Network embedding not only learns significant features of a network, such as the clustering and linking prediction but also lea...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Gu, Weiwei, Gong, Li, Lou, Xiaodan, Zhang, Jiang
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5640610/
https://ncbi.nlm.nih.gov/pubmed/29030547
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-12586-y
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