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And the proposed method even outperforms stochastic pooling and conventional pooling in whitened condition with pooling region size of 8 × 8.
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We give the optimal solution to each subproblem, and experimental simulations under the noise-free and noisy scenario indicate that our proposed algorithm can obtain a better reconstruction quality compared to the conventional alternative projection methods, even outperform the recent sparsity-based algorithms in terms of reconstruction quality.
Several one-dimensional MHD problems are numerically solved to highlight the accuracy, positivity preservation and robustness of the MWPS scheme and comparative studies show that MWPS performs at least as well as the Advection Upstream Splitting Method (AUSM) and even outperforms it for some test cases.
Experimental results demonstrate that our method can be competitive with or even outperforms the methods in comparison.
Examples of matrices from real applications show that one of the methods designed by the LOC method, called the OVM method by its discoverer, can even outperform the CG method for some matrices, although the CG method performs better for a larger class of matrices.
It even outperforms the "ideal" FLMS scheme.
The method can equal and even outperform more complex and labor-intensive methods when applied to established data.
Instead, at higher level of noise equal or higher than 30% Naïve Bayes reached or even outperformed the rest methods, e.g. in cases of datasets CDK2 and CB1, demonstrating higher tolerance to noise.
Overall our system matched or even outperformed the second eigenvalue method results.
Combined with this scale selection model, the anisotropic diffusion filter is comparable to or even outperform the state-of-the-art denoising methods in performance.
Moreover, the inferred edges of Projection-based CENI preserve or even outperform the effectiveness of state-of-the-art methods.
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