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In order to enhance generalization level of data samples, multiple faults are simulated in data producing procedure to consider N − k (k ≤ 3) scenarios.
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In data produced exclusively for the Guardian by Mark Eakin, head of Coral Reef Watch at Noaa, we can now reveal exactly how stressful ocean temperatures have been increasing on the Great Barrier Reef over the 34 years that satellite data has been available.
And it can also be seen in data produced by the Federal Reserve which show that loans made by banks (their assets, in the jargon) have fallen over the past three months.This tightening in credit has taken so long to show up in the numbers because of the way that banks were operating before the summer of 2007.
Data entropy is very large in data produced by scientific computations, making lossless methods suffer from low compression ratios ((2 le text {CR} le 10)).
As part of broader big data and digital humanitarianism discourses, there is an emerging interest in data produced through mobile phone communications for enhancing the data environment in such circumstances.
For instance, recent studies have demonstrated that next generation sequencing platforms also produce significant sequence biases in data produced by their applications [ 36], including DNA methylation data [ 18].
Being able to start from a priori themes, rather than generating theory grounded in data, produced a relatively rapid process when compared to more interpretative forms of synthesis.
Microarray experiments have historically suffered from subtle to substantial differences in data produced from the same or similar templates when performed on different dates, by different users, or in different locations [ 28].
This particular threshold value yielded the lowest number of differences between STS and PGM variant calls and was required to compensate for the relatively high background noise that manifested in data produced by both STS and NGS technologies (due to low quality and quantity DNA extract), but was not adequately accommodated with the variant caller.
Finally, we extracted information for genes of interest from in-house data, produced within the IPDGC.
A key outcome of these developments will be a huge increase in the data produced by higher education, in ever more open and accessible formats.
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CEO of Professional Science Editing for Scientists @ prosciediting.com