Community Detection with Self-Adapting Switching Based on Affinity

Figure 8

Community detection on nPSO networks. For each combination of parameters, 100 networks have been generated. And for each network, the community detection methods Infomap, LPA, Louvain, Walktrap, Fast greedy, EM, and Blondel have been executed. The communities detected have been compared by computing the normalized mutual information (NMI). The number of communities is 3, and the parameter is 2 and 3 in (a) and (b), respectively. The parameters , , and .

(a)

(b)