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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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Bibliografske podrobnosti
izdano v:Genomics Proteomics Bioinformatics
Main Authors: Liao, Ruiqi, Zhang, Yifan, Guan, Jihong, Zhou, Shuigeng
Format: Artigo
Jezik:Inglês
Izdano: Elsevier 2014
Teme:
Online dostop: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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