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The correlation between Malawi and North Carolina in regional levels of diversity across the genome could be explained by an underlying correlation with any of these factors that are correlated across populations.
Many studies suggest an underlying correlation between neuronal synchronization and seizure development and onset [36, 37].
The observed positive correlation between enclosure management regimes and household income can be explained by the underlying correlation between household income and number of livestock owned.
We included r2-values of 0.9, 0.6, and 0.3 in our simulation study to extent the informative value to operational applications and to show the effect of the underlying correlation between auxiliary and field data on the cost-efficiency of the design.
However, all these approaches have investigated the underlying correlation properties in the frequency domain from a different perspective and not by aiming at frequency bin grouping and inferring the ranges of typically unknown technology-specific channels that are defined by primary systems.
By conducting a clustering analysis of the amino acid sequences using sequence similarity criteria and of the experimental results using a hierarchical clustering algorithm, we have demonstrated that there is an underlying correlation between the sequence and activity of the identified peptides.
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To that respect, visualization tools can help to better comprehend the underlying correlations.
However, this is non-trivial due to the need for jointly learning underlying correlations between heterogeneous visual and tag data.
Quantitative methods are suitable for the quantification of data and the generalization of results, whereas qualitative research provides insights into underlying correlations.
After an overview of the structural differences and underlying correlations found in these networks, we focus on the physical activity of the central individuals, selected based on their aggregated intensity of physical contacts (strength) throughout a week.
Therefore, it is critical to combine them to improve the learning performance, while simply concatenating features from all views and transforming a multi-view data into a single-view data, as the method (a) shown in Fig. 6, would fail to leverage the underlying correlations between different views.
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