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Analysis of node2vec random walks on networks
Random walks have been proven to be useful for constructing various algorithms to gain information on networks. Algorithm node2vec employs biased random walks to realize embeddings of nodes into low-dimensional spaces, which can then be used for tasks such as multi-label classification and link pred...
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| Publicat a: | Proc Math Phys Eng Sci |
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| Autors principals: | , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
The Royal Society Publishing
2020
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7735314/ https://ncbi.nlm.nih.gov/pubmed/33362414 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rspa.2020.0447 |
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