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Essentially the user just provides a weighted parameter to penalize optimization solutions which increase the average request latency, further details are described in [5].
From this viewpoint, we introduce the following algorithm with a weighted parameter α, which is more than 1 / 2 : x n + 1 = ( 1 − α ) ( x n − r n A x n ) + α T ( x n − r n A x n ) = [ ( 1 − α ) I + α T ] ( x n − r n A x n ) = : S ( x n − r n A x n ).
We used a moderated, gene-wise dispersion analysis for all four sample's data sets separately with a weighted parameter (prior.n) of 100.
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Including a neighbourhood value (a spatially weighted parameter for the mean value of the five and ten closest neighbours) adds to the fit of the model for several of the variables.
In this paper, we are proposing a novel Wiener filtering approach for Poisson corrupted images considering a non-local weighted parameter estimation.
To overcome these problems, Lan X et al. [28] proposed a spatially adaptive Retinex variational model in which a weighted gradient parameter controls the TV regularization strength of the reflectance.
The weighted parameters can be confirmed by drawing perpendicular lines to the horizontal axis "weighted parameter" from these points.
Figure 6 reports the BER performance with various weighted parameter combinations of α and β.
Our tests show that, among five proposed indicators for measuring degrees of evenness, Atkinson Index (AI) with weighted parameter of 0.1 is relatively the most stable indicator.
For improving the adaptability of the model, the weighted parameter between them is then designed according to the gradient information of image.
The effects of weighted parameter together with the number of truncated polynomial terms and divided partitions on the accuracy of present theoretical solutions are investigated.
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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