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Quality-Aware Streaming Network Embedding with Memory Refreshing

Static network embedding has been widely studied to convert sparse structure information into a dense latent space. However, the majority of real networks are continuously evolving, and deriving the whole embedding for every snapshot is computationally intensive. To avoid recomputing the embedding o...

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Foilsithe in:Advances in Knowledge Discovery and Data Mining
Main Authors: Chen, Hsi-Wen, Shuai, Hong-Han, Wang, Sheng-De, Yang, De-Nian
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2020
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7206285/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-47426-3_35
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