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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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Bibliografiske detaljer
Udgivet i:Proc Natl Acad Sci U S A
Main Authors: Ghasemian, Amir, Hosseinmardi, Homa, Galstyan, Aram, Airoldi, Edoardo M., Clauset, Aaron
Format: Artigo
Sprog:Inglês
Udgivet: National Academy of Sciences 2020
Fag:
Online adgang: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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