Meta-analysis of the average clustering coefficient.Eric, van Diessen
1.2.2.2集聚系数(The clustering coefficient) 在你的朋友关系网络中,你的两个朋友可能彼此也是朋友,这种属性称为网络的聚 … www.docin.com|基于 1 个网页 3. 团系数 ...推导,引出无标度网络的介数分布;结合我们的实践对成团系数(the clustering coefficient)的两种定义的异同进行了深入的探讨。
the expected trend is the EMCI group. The existence of the small-world phenomenon along with the high value of average clustering coefficient (\(<C>\)), will lead to a more specific emergence property of complex networks called small-worldness.\(\sigma\)which is equals to the division of ...
The PPI network showed 17 interactions of the hub genes with each other, the average local clustering coefficient was 0.507, and the PPI enrichment P-value was 6.4e-07 (Fig. 4A). In addition, an interaction network of the hub genes and their related genes was conducted in FunRich software...
(DRG). The existence of solutions and monotonicity of the DRVI are discussed. More- over, we propose a sample average approximation (SAA) approach to the DRVI and study its convergence properties. Numerical examples of DRG are presented to illus- trate solutions of the DRVI and convergence ...
[Table S2 inAdditional file2]. Average clustering coefficient values are relatively similar between the total network and stratified subnetworks, all being significantly higher than random expectations by node sampling (p-value < 0.01), which indicates the universal existence of modularity in all ...
Furthermore, the number of switches and the average cluster size was evaluated in the clustering condition. From these analyses we excluded responses of six participants (for two no responses were recorded in at least one session, two used button presses to indicate switches rather than words and...
Anyway, there are other useful evaluation metrics such as the silhouette coefficient, which gives us some idea of the cluster sizes and shapes. Using the same dataset, let me give you a “good” silhouette plot (with k=3) and a not so decent one (k=2) ...
In contrast, if si is near zero, the clustering is viewed as non-informative, meaning that Mi could have been in a different cluster with the same relevancy. To summarize the quality of a partitioning into K clusters, one can use the average silhouette coefficient(5)s¯(K)=1N∑i=1Nsi...
An upper bound of the message deliviery time can be computed using an average medium approximation. We showed that for a small amount of redistributed long-range connection probability the clustering coefficient decreases with a rate proportional to the number of nodes N while the upper bound of ...