On the Distributions of Subgraph Centralities in Complex Networks

Figure 9

(a) Probability distributions of subgraph centrality 𝑃(𝐶_𝑆) in the WS network model with three rewiring probabilities 𝑝=0.2 (red circles), 𝑝=0.4 (green squares), and 𝑝=0.6 (blue diamonds). (b) Probability distributions of subgraph centrality 𝑃(𝐶_𝑆) with 𝑝=0.6 and the fitting curve of gamma distribution with 𝛼=1.62 and 𝛽=0.33. All networks have 𝑁=2500.

(a)

(b)