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Assume that the dimension of receiving data after dimension reduced is D; thus, the transform matrix can be formed by arranging the main channel followed by D−1 auxiliary channels.
The dimension reduced data was divided as high-risk and low-risk data, and then tested at different frequencies, which are detected using different frequencies to achieve enhanced detection efficiency and accuracy.
The dimension reduced data was divided by SFC algorithm as high-risk and low-risk data, which are detected using different frequencies to achieve enhanced detection efficiency and accuracy.
Outputs were evaluated in from 1 to 6 dimensions and the optimal dimensionality identified as that in which the stress was significantly (P<0.05) better than random and in which the addition of another dimension reduced ordination stress only slightly.
Features extracted with the mean and dimension reduced by PCA.
Features extracted with the quantiles and dimension reduced by PCA.
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If we use slit-like conduits instead, the fractal dimension reduces to 2.3.
In the context of Back-End of Line (BEoL) roadmap, dimension reduces, density integration increases and new materials are introduced.
The multiplicative correction is based on prior knowledge and has a dimension reducing effect at the same time as the original dimension of the estimation problem is retained.
In such situation, problem dimension reduces substantially, and the algorithm requires solution of a parameter-dependent family of systems of equations.
The other is that the total number of surface traps can dominate over the total number of traps when the dimension reduces to the nanoscale.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com