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Extrinsic noise was simulated by randomizing the model parameters around their nominal values within a certain percentage range.
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The authors of [16] proposed to improve the model by randomizing the phase shifts of the low-frequency oscillators.
PixelDP works by randomizing the prediction of a model in such a way to obtain a bound on the maximum change an attacker can make on the probability of any label with only a small change in the image (measured in some norm).
First, the model was initialized by randomizing the frequencies of the host and virus genotypes.
Heterogeneity of the fault rupture process was modeled by randomizing the location of initial rupture (hypocenter), slip vectors (slip, rake), and rise-times of subfaults in this study.
That is, we generate families of null models by randomizing the regulatory networks while maintaining the in- and out-degree for the nodes and with a bias for neighborhood correlations of a GO annotation (see Fig. 3(g)).
In each of these micrographs, CTF-independent Gaussian white noise was superimposed and CTF-dependent water noise was generated by randomizing the Fourier phase of the atomic model of water molecules simulated with NAMD and VMD (Humphrey et al. 1996).
Null models obtained by randomizing the original PAM subject to fixed marginal values yield range-diversity plots with a substantial, but incomplete overlap with the data.
To account for the factor that even random networks can exhibit a baseline degree of rich-club effect, the null model is generated by randomizing the original network while preserving its degree distribution.
They evade Brightmail filters by randomizing the characteristics that filters look for.
The technique works by randomizing the reflected light from a scene and then recording it using a single pixel.
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