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One simple but effective solution is a parallelization by data separation of the target structures.
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Inspired by the theory of data separation of sparse representations [6], we simplify the ℓ 1-min process and apply it as a pre-processing step.
The presented parallelization of BPNN is based on data separation.
The validity of this approach was confirmed by a high correlations between normalized Illumina counts and both 454 and qRT-PCR data, and by the separation of the transcriptomes of GPC-RNAi and WT plants into the same two different clusters when contigs, singletons and unigenes were analyzed separately.
The analysis of medical data was greatly eased by the separation of inputs that depend on time from those that do not, and the Cox model is used extensively in medical research.
The data were furthered by the significant separation of the survival curves of the predicted 'sensitive' group versus the predicted 'resistant' group.
Lack of data precludes a separation of results by period for the low/middle income country group.
However, we were able to further confirm the higher abundance of ATPase relative to Chl-binding complexes by SDS-PAGE separation of total thylakoid proteins (data not shown).
This reduction is achieved by the separation of homologous chromosomes.
Serum was taken by centrifugal separation of blood.
The data revealed clear separation of the two groups.
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CEO of Professional Science Editing for Scientists @ prosciediting.com