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Unlike most community detection algorithms, Optimized Attractor normalizes the size of communities based on a threshold.
where P and Q represent, respectively, the probability distributions that characterize the size of communities discovered by LPA and FNCA, calculated on a given sample.
We also note that these two betweenness measures above are designed for static networks, and changes in the size of communities over time can affect the distribution of the betweenness values amongst the nodes.
The results indicate that the correlation threshold has a notable influence on the number and size of communities identified and that there is a high level of consistency in the performance among the methods (except for the leading eigenvector method at lower thresholds).
In contrast, proteins involved in vesicle-mediated transport are found in greater numbers in functionally homogeneous communities at log = 1.7, where the mean size of communities is 10.
As can be seen in Figure 3, proteins involved in RNA metabolic processes are more likely to be found in functionally homogeneous communities at log = 0.8, where the mean size of communities is 30.
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Moreover, as the size of community increases, the average happiness decreases and the standard deviation of happiness increases.
Size of community In some scenarios, we are interested in not only cohesive communities given a query, but also those with size bound.
For instance, user u A has five directly related users and the size of community is 16, its centrality can be calculated according to Eq. (16).
As Mark Nathanson, chairman and CEO of Falcon, said "Every citizen in the United States, regardless of the size of community they live in, should have access to high speed modems and services".
The new proposal would increase the maximum size of community gardens to 25,000 square feet, a size that advocates say would help them become viable growing spaces.
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