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This paper proposes a novel FR-IQA approach named GMVP to overcome the limitation of traditional average pooling operation.
Compared with the traditional average values, the Gaussian weighted averages can reduce the effect of the very bad values which are far away from the desired values.
As a result, their problem immediately takes the form of the traditional average estimation consensus for which a rich literature exists.
The disadvantage is that it's slower to react to real polling changes than a traditional average.
The federal government would not pay for those Medicaid beneficiaries who were already eligible in full, but rather at the traditional average rate of 57percentt.
Consider a scenario where the reference signal is computed as an average (median) of tumor intensity signals instead of traditional average of normal reference samples intensities.
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When the particular pixel belongs to distributed scatters with the presence of speckle noise, incoherent approaches must be chosen for data post-processing in order to use the traditional averaging and statistical methods.
Experimental results demonstrate that the myofiber helix angle variation is markedly correlated with the transmural myocardial wall depth and its values vary from 45° in the endocardium to −40° in the epicardium, whilst it is 26° in the endocardium and −29° in the epicardium from traditional averaged atlas.
This averaging method provides a higher signal-to-noise ratio than the traditional averaging of entire stimulation sequences, since the number of epochs included in the average is considerably higher (e.g. 16 times higher in this case).
The traditional averaging of (measured value – reference value) is equivalent to the former formula only when there is a unique true (or reference) value.
We combine our NN forecasts with Kalman Filter, a traditional Simple Average, the Bayesian Average, the Granger Ramanathan's Regression Approach (GRR) and the Least Absolute Shrinkage and Selection Operator (LASSO).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com