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Mapping of such networks shows that most people stick together in clusters of eight to ten like-minded souls, a group with whom they undertake the vast majority of their communications and with whom they feel "safe .There is, however, a certain sort of individual who moves across different clusters.
Moreover, since routing messages are not forwarded across different clusters, a list of IP addresses and their corresponding CIDs is also included in some routing messages.
A preliminary version of this study, entitled deferred routing [25], has been proposed with a similar hierarchy but which does not take into account node mobility across different clusters.
The coefficients in the Fourier series provide biologically meaningful interpretations and enables testing of several curve features across different clusters.
Excluding these common functions, the top 20 GO terms ranked by the number of probes display distinct enrichment profiles across different clusters (Figure 2B).
We investigated the functional similarity of genes across different clusters.
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In addition, to find the number of clusters/chromosomes we performed k-means clustering iteratively across different cluster numbers.
The observation that contrasting genomic regions showed elevated divergence across different cluster pairs in turn indicates that different genes may underlay the adaptive response to different environments.
By comparing the values of model-choice criteria across different clustering solutions and automatically determining the optimal number of clusters, the two-step exploratory cluster analysis revealed natural groupings of three separate groups with 52.2% (n = 151), 30.8% (n = 89) and 17.0% (n = 49) of the respondents (clusters 1, 2 and 3) respectively.
These ratios were also found to vary across the genome and across the different Clusters of Orthologous gene Groups (COGs).
In total the hypergeometric test reported 596 different GO biological process terms, out of which only 115 were repeatedly observed across the different clusters.
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