When r 1>r 2/2, inter-group connectivity is a major factor that limits the maximum radii of clusters and determines κ.
When r 1radii of clusters and determines κ.
The estimated minimum number of clusters, κ, depends on r 1, r 2, and S because the entire area of S should be covered by the clusters, and r 1 and r 2 limit the maximum radii of clusters.
Rough k-means clustering can lessen the radiuses of clusters effectively.
In addition, the primary recognition result is effected greatly by radiuses of clusters.
The found gyration radius of clusters, R g, is about 20 nm.
"Radius increase" and "Radius decrease" change the radius of clusters (Fig. 4a, b), which normally happens in the stream clustering since data points keep fading in and out.
We set the parameters as follows: number of generating clusters 5, radius of clusters 0.11, their dimensionality 10, varying range of cluster radius 0.07, varying range of cluster density 1, cluster speed 0.01 per 200 points, noise level 0.1, noise does not appear inside clusters.
After analysis, the phenomenon that the maximum grasping force suddenly become small when the cross-sectional sizes of cubes become too small or too large, is caused by restrictions of d and δ, where d is the maximum internal radius of cluster-tube and δ is the minimum distance between tubes, as shown in Fig. 15.
The main model outputs were the location and radius of clusters, the number of villages in the cluster, the number of observed and expected cases, the rate ratio defined as the ratio of observed to expected cases of P. falciparum infection and the P-value of the Kulldorff scan statistic.
