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In contrast, professional networks are denser, with many small clusters (see Fig. 7).
Clustering, component or communities refers to many small clusters detected in a network.
In the first era many small clusters are produced while the number of monomers decreases sharply.
As can be seen, if κ is too small (e.g., <5), the algorithm produces many small clusters and results in a very low recall rate (see Fig. 2 b, f).
Among many small clusters of earthquakes in Fig. 1, we focus on a swarm occurred beneath Tokyo Bay in 2005, which we refer to as the Tokyo Bay swarm.
There we saw both after the application of ComBat and Z-score normalization many small clusters of ER- samples (the minority class) spread over the entire range of the tree (data not shown).
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The algorithm adjacent to the region of the sink node is divided into many smaller clusters so that the load is more balanced.
Clustering the active and moderately-active compounds from the NCI HIV screen using the QT (Quality Threshold) clustering algorithm [28], using the Tanimoto distance and 0.5 as the cluster diameter parameter, produces a few large clusters and many smaller clusters.
For example, clustering the active and moderately-active compounds from the NCI HIV screen using the Quality Threshold clustering algorithm [28], the Tanimoto distance, and 0.5 as the cluster diameter parameter, produces a few large clusters and many smaller clusters (see Figure 8).
Many exons do not have a bi-directional BLASTp hit, resulting in many smaller clusters.
It also depends on the actual data being clustered: ESTs that form many, smaller clusters usually will be much faster to cluster than those that form few big clusters.
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