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However, for a large data set with a high dimensionality, a traditional flat SOM seems difficult to further explain the concepts inside the clusters.
Recently in [5], the authors enhance the performance of the LEACH by balancing the energy consumption inside the clusters during the operation.
To realize the cluster expansion an alternating fixed-free subspace strategy is used to improve the coefficients of the single basis functions inside the clusters.
Second, we studied the statistical over-representation of GO terms and interacting proteins inside the clusters (Methods).
Cumulative incidence inside the clusters was 12.8/10,000 population compared with 0.96/10,000 population outside the clusters.
Thus, the edges connecting communities will have high betweenness while edges inside the clusters would tend to have lower betweenness.
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Some species of bacteria produce colonies and spores that can agglomerate in spherical clusters and thus protect organisms on the inside of the cluster against biocidal attack.
In contrast, during the last 8 years, China has shown increase in inside-the-country clustering.
A decreasing degree of inside-the-country clustering was observed in the last 16 years and 12 years in Switzerland and the United States, correspondingly.
By observing the light from the orphaned stars, Hubble astronomers have assembled forensic evidence that suggests as many as six galaxies were torn to shreds inside the cluster over a period of six billion years.
In the first phase, each node inside the cluster should distribute different data between other nodes inside the cluster.
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