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The clusters obtained using SOM are analyzed to identify the critical regions, i.e., sections of the map where maximum defects occur.
We report the frequency-dependent third-order polarizabilities of a series of hydrogen-capped silicon clusters obtained using time-dependent density functional theory.
Finally, the reconstruction was validated by comparing the seedling positions as ground truth and the point cloud clusters, obtained using the k-means clustering, that represent the plant stem positions.
Clusters generated by global expression profiles partitioned samples in well-distinguished subgroups that overlapped with clusters obtained using "biologic scores" (cytohistologic variables) and differed from clusters based on "technical scores" (RNA/complementary RNA/microarray quality).
The clusters obtained using proposed model are more compact and diagonally oriented compared to the baseline model.
We wanted to investigate here also how the unit test case metrics vary according to the different clusters obtained using separately the three different internal software class attributes: size, complexity and coupling.
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B) The cluster obtained using the search with up to two genes per region.
A) The highest scoring cluster obtained using the search procedure with up to one gene per each CNV region.
In comparison to the distance-based clustering in Fig. 3, Supplementary Fig. S3 shows a clustering obtained using Pearson correlation of gene expression values (see Section 2.5).
Based on the clustering obtained using the FAMT adjusted expression, we performed linkage analyses for the AF trait on the chromosome 5, either with the whole family or by removing successively one of the five subgroups.
Therefore, in comparison with the clustering obtained using PBMC data (figure 1A and supplementary figure 8, available online only), the monocyte data gave a much cleaner separation between diagnostic groups.
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