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A perturbation-based framework for link prediction via non-negative matrix factorization

Many link prediction methods have been developed to infer unobserved links or predict latent links based on the observed network structure. However, due to network noises and irregular links in real network, the performances of existed methods are usually limited. Considering random noises and irreg...

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Detalles Bibliográficos
Autores principales: Wang, Wenjun, Cai, Fei, Jiao, Pengfei, Pan, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5156920/
https://www.ncbi.nlm.nih.gov/pubmed/27976672
http://dx.doi.org/10.1038/srep38938