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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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Bibliographische Detailangaben
Veröffentlicht in:Proc Natl Acad Sci U S A
Hauptverfasser: Ghasemian, Amir, Hosseinmardi, Homa, Galstyan, Aram, Airoldi, Edoardo M., Clauset, Aaron
Format: Artigo
Sprache:Inglês
Veröffentlicht: National Academy of Sciences 2020
Schlagworte:
Online Zugang: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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