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The RAD is a uniformly distributed delay between 0 and a function of the highest node degree of its neighbors divided by its own node degree.
If the non-critical nodes are neighbors, they can coordinate and with the node that has the highest node degree and is the closest to F replacing F. Repositioning such a node not only restores the connectivity, but also improves the coverage as shown in[10].
In this approach, the gene with the highest node degree (most widely coexpressed) is predicted as the best candidate for membership in all GO categories, and the gene with the second-highest node degree is the next best candidate, and so on.
In contrast, two different methods yield very similar results even on rather different tasks, so long as the same underlying data is used (Figure 4C), and again the best performance is for the groups with the highest node degree.
Among these network cliques, the C1R-centered clique has the highest node degree, betweenness score and closeness.
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Indeed, when the network is small, the effectiveness of the static strategies may be limited by the fact that the difference between the lowest and highest node degrees is reduced because of the network size.
The top three genes with highest node degrees in each group are tabulated in Table 2.
Traditionally, topology design aims at generating network topology with high node degree, maximum throughput, and mitigation of malicious attacks.
It is clear that UBG has more nodes with high node degree.
That is, since an outgoing message of a given node has the mean equal to the sum of means of incoming messages to that node, given a reasonably high node degree, the outgoing message is approximately Gaussian.
The overlapped nodes showed a higher node degree, nodal efficiency, and density connections.
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