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Stacking models for nearly optimal link prediction in complex networks

Most real-world networks are incompletely observed. Algorithms that can accurately predict which links are missing can dramatically speed up network data collection and improve network model validation. Many algorithms now exist for predicting missing links, given a partially observed network, but i...

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Detalles Bibliográficos
Publicado en:Proc Natl Acad Sci U S A
Main Authors: Ghasemian, Amir, Hosseinmardi, Homa, Galstyan, Aram, Airoldi, Edoardo M., Clauset, Aaron
Formato: Artigo
Idioma:Inglês
Publicado: National Academy of Sciences 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7519231/
https://ncbi.nlm.nih.gov/pubmed/32887799
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1914950117
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