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Measuring the robustness of link prediction algorithms under noisy environment

Link prediction in complex networks is to estimate the likelihood of two nodes to interact with each other in the future. As this problem has applications in a large number of real systems, many link prediction methods have been proposed. However, the validation of these methods is so far mainly con...

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Detalles Bibliográficos
Autores principales: Zhang, Peng, Wang, Xiang, Wang, Futian, Zeng, An, Xiao, Jinghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4702065/
https://www.ncbi.nlm.nih.gov/pubmed/26733156
http://dx.doi.org/10.1038/srep18881