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Stochastic block coordinate Frank-Wolfe algorithm for large-scale biological network alignment

With increasingly “big” data available in biomedical research, deriving accurate and reproducible biology knowledge from such big data imposes enormous computational challenges. In this paper, motivated by recently developed stochastic block coordinate algorithms, we propose a highly scalable random...

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Detalles Bibliográficos
Autores principales: Wang, Yijie, Qian, Xiaoning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4826425/
https://www.ncbi.nlm.nih.gov/pubmed/27110234
http://dx.doi.org/10.1186/s13637-016-0041-1