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For each of the 42 plots, we summarized mean and standard deviation of each texture value within multiple window sizes.
However, in that work, the author focused on extracting local histogram with multiple window sizes as signature for object matching.
The choice of the window size for the fragmentation index depends on the application and using multiple window sizes may be appropriate for regressions and classifications.
The use of multiple window sizes was to highlight the confidence in larger window sizes that would satisfy the condition of a curie point depth (CPD) that approximated L/2π (Nwankwo 2014).
The selection of differentially and similarly expressed regions is based on t-tests computed with multiple window sizes.
Thus in the networks, word A was connected to word B if it appeared within the first five words that followed word B, yielding a directed network in which a relationship of A to B does not imply B is also connected to A. The window size of five was based on prior work that investigated predictive power across multiple window sizes [12].
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To improve the accuracy of TMH detection, we developed a machine-learning based predictor, MemBrain, which integrates a number of modern bioinformatics approaches including sequence representation by multiple sequence alignment matrix, the optimized evidence-theoretic K-nearest neighbor prediction algorithm, fusion of multiple prediction window sizes, and classification by dynamic threshold.
Sample catchments are delineated and multiple moving window sizes are used to calculate per-cell curvature over a variety of scales ranging from the vicinity of the flow path at the valley bottom to catchment sections fully including valley sides.
Multiple moving window sizes of 3, 5, 7 and 9 were applied.
Multiple moving window sizes of 3, 5, 7 and 9 SNPs were used.
Multiple different window sizes were used.
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