CloudNMF: A MapReduce Implementation of Nonnegative Matrix Factorization for Large-scale Biological Datasets

In the past decades, advances in high-throughput technologies have led to the generation of huge amounts of biological data that require analysis and interpretation. Recently, nonnegative matrix factorization (NMF) has been introduced as an efficient way to reduce the complexity of data as well as t...

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Detalles Bibliográficos
Autores principales: Liao, Ruiqi, Zhang, Yifan, Guan, Jihong, Zhou, Shuigeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2014
Materias:
Application Note
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4411332/
https://www.ncbi.nlm.nih.gov/pubmed/23933456
http://dx.doi.org/10.1016/j.gpb.2013.06.001

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4411332/
https://www.ncbi.nlm.nih.gov/pubmed/23933456
http://dx.doi.org/10.1016/j.gpb.2013.06.001

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