Network embedding unveils the hidden interactions in the mammalian virome

Predicting host-virus interactions is fundamentally a network science problem. We develop a method for bipartite network prediction that combines a recommender system (linear filtering) with an imputation algorithm based on low-rank graph embedding. We test this method by applying it to a global dat...

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Detalles Bibliográficos
Autores principales: Poisot, Timothée, Ouellet, Marie-Andrée, Mollentze, Nardus, Farrell, Maxwell J., Becker, Daniel J., Brierley, Liam, Albery, Gregory F., Gibb, Rory J., Seifert, Stephanie N., Carlson, Colin J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318366/
https://www.ncbi.nlm.nih.gov/pubmed/37409053
http://dx.doi.org/10.1016/j.patter.2023.100738

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318366/
https://www.ncbi.nlm.nih.gov/pubmed/37409053
http://dx.doi.org/10.1016/j.patter.2023.100738

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