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With Folding@home, they would have generated a much smaller data set, permitting far fewer insights.
These results are consistent with the solar tracking algorithm optimized for cloudy conditions that we proposed in an earlier report and that was based on a much smaller data set.
The major advantage provided by adding wavelet analysis is the ability to detect sudden transitions as well as obtaining the frequency content using a much smaller data set then that required by the traditional Fourier transform method.
This previous analysis was based on a much smaller data set from Internet discussions (in the order of 108 tokens) and the same English lexicon of affective word usage [7] we used.
The numbers in both cases vary slightly, but there are some strong similarities, in both cases re-confirming data from about 10 years ago, where a much smaller data set concluded that successful companies had, on average, 2.09 founders.
PDB is a much smaller data base and as will be seen below provides limited output with the octamers.
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In other words, the distance between data points in the middle of a visual analogue scale (in millimetres) as deduced from the raw (ordinal) data is in fact much smaller once data are transformed into interval level data and thus the calculation of the SRM provides a good example of the impact of the misuse of ordinal data.
In addition, our approach works even on much smaller training data sets and is independent of the sample size of the test data, making it feasible to be applied on clinical studies.
Therefore, using a much smaller Emet data set than used by previous authors [2], which only included the species also incorporated in the Emech, CM data set, has little or no effect.
In practice, Q and (mathcal{A}) are much smaller than data graphs G.
Then, the watermarked image is compressed to much smaller signal data using single-pixel compressive holographic imaging in optical domain.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com