Ontology highlight
ABSTRACT:
SUBMITTER: Liao R
PROVIDER: S-EPMC4411332 | biostudies-literature | 2014 Feb
REPOSITORIES: biostudies-literature
Liao Ruiqi R Zhang Yifan Y Guan Jihong J Zhou Shuigeng S
Genomics, proteomics & bioinformatics 20130808 1
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 to interpret them, and has been applied to various fields of biological research. In this paper, we present CloudNMF, a distributed open-source implementation of NMF on a MapReduce framework. Experimen ...[more]