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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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Detalhes bibliográficos
Publicado no:Genomics Proteomics Bioinformatics
Main Authors: Liao, Ruiqi, Zhang, Yifan, Guan, Jihong, Zhou, Shuigeng
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4411332/
https://ncbi.nlm.nih.gov/pubmed/23933456
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.gpb.2013.06.001
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