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We identify which learners and which data sampling techniques are most robust when confronted with noisy and imbalanced data.
The lossless provenance compression schemes append the entire provenance to each single packet; these schemes are thus the most robust when compared with the other provenance schemes.
The evidence that a tighter labor market leads to a smaller discriminatory wage gap is strongest and most robust when comparing male and female wages, and is observed in samples of unchanging composition.
Studies since suggest that the benefits of hormone replacement appear to be most robust when the practice is applied as soon after menopause as possible.
"Mind games have no place in our grown relationships, yet eroticism is most robust when you allow yourselves to play with each other in ways that you otherwise wouldn't in your day-to-day lives.
As previously oligonucleotide-based methods are the most robust when the recipient genome changes, they present a weak dependence to the recipient genome.
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Cookie systems aren't the most robust, because when people delete their cookies the opt-out function is also lost.
To this end, the degree of metabolism will affect the robustness of the approach, with estimates of IF for minimally metabolised tracers being the most robust, particularly when POP-IF3M is used as an estimate.
Our studies indicated ARH as the most robust methods when integrating the results over all scenarios and data sets.
Our study confirms that manual contouring by an expert observer is the most robust technique (when considering overall interobserver, intraobserver, and test retest variability and agreement) for assessing myocardial oedema following STEMI, followed by the Otsu method.
Results are most statistically robust when compiled at large spatial scales (e.g., state or regional), such that quantification of finer-scale spatial patterns is less precise.
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