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GLIDE: combining local methods and diffusion state embeddings to predict missing interactions in biological networks

MOTIVATION: One of the core problems in the analysis of biological networks is the link prediction problem. In particular, existing interactions networks are noisy and incomplete snapshots of the true network, with many true links missing because those interactions have not yet been experimentally o...

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Detalles Bibliográficos
Autores principales: Devkota, Kapil, Murphy, James M, Cowen, Lenore J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7355260/
https://www.ncbi.nlm.nih.gov/pubmed/32657369
http://dx.doi.org/10.1093/bioinformatics/btaa459