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The proposed algorithm is based on the robust median absolute deviation sample dispersion measure to locate dataset outliers.
To estimate the noise variance from the noisy wavelet coefficients, a robust median estimator from the finest scale wavelet coefficients is used [1]: (8).
If so, we used a robust median estimator ( widehat{sigma} ) of σ, computed from the multiwavelet coefficients of high-pass subband at scale k = 1 as shown in Eq. (7).
We provide three-dimensional impulse detection based adaptive median filters designed to perform the optimal filtering situation, where the robust median filter affects only noisy samples, whereas the desired image features remains unchanged.
Here we show that both study designs were comparable in their generation of robust median effective dose values for selected candidate drugs, as represented by similar confidence interval ratios.
The effects of several pre-processing techniques such as genetic algorithm (GA), orthogonal signal correction (OSC), mean centering (MC), robust median centering (RMC), wavelet denoising (WD), and Savitsky Golay smoothing (SGS) on the predictive ability of the mentioned MVC models were examined.
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A robust median-polish procedure was used to combine measurements from multiple probes into a single value [ 40].
The rate of sequence change for each family, C u), relative the reference set was obtained using a robust least median square procedure (Rousseeuw and Leroy, 1987), finding the C u) which minimizes the median value of the set [ r i, j, u ], where and the set includes contributions from all pairs of genomes ' i' and ' j' with members in family ' u' (Yan, 2005).
Gap filling methods applied to monthly time series (1950 2005) yielded robust results (median Kling-Gupta Efficiency >0.75).
An eight-descriptor correlation equation having R2 = 0.8141 was obtained through a robust least median squares regression.
Fifth column represents the output of Robust Estimation Median Filter (REMF) [19] and the sixth column represents the output of the Proposed Algorithm (PA).
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