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The difference is that instead of summing over partials, compactness sums over frequency bins of an FFT.
Ma and Grimson [4] used an approximation, where only the most probable hypothesis is used instead of summing over the entire hypothesis space for all the combinations.
Thus, instead of summing over all possible σ1 and σ2, we use the partial structures and that were determined in the first step and approximate EAth,int by The second sum can now be simplified as follows: where Equation (11') indicates the variation of the independence assumption of Equation (11) for the structure ensembles (see additional file 1).
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In this case, to reduce the complexity, instead of summing up over all coefficient distortions in (14) to obtain the overall DCT band distortion, it is possible to sum up only the "unique" coefficient distortions and multiply each of them by their occurrence.
Instead of summing (dynamic) images, the composite image can also be obtained by directly reconstructing it from a summed sinogram.
For example, you could display the value in terms of a percentage instead of a total, or average the values instead of summing them.
In this paper, instead of searching the full constellation, we propose to sum over only a subset of constellation points around an initial estimate.
As an alternative scoring function, we used only the best scoring protein connection between a miRNA and a disease instead of the sum over all connections: For each of the two scoring functions and for each of the three sets of miRNA protein associations (Table 1), we produced a list of inferred miRNA disease associations ranked by score.
The conventional schemes maximize the alternate performance metric, e.g., sum of the virtual SINR metric, instead of sum rate metric.
Moreover, V-SINR-based eigen beamforming scheme aims to maximize sum of V-SINR metric instead of sum rate metric.
While there are many permutations on this strategy, sum theorists will, whenever possible, paraphrase away talk of stuffs and talk instead of sums.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com