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A dynamical approach to identify vertices centrality in complex networks

Guo, Long ; Zhang, Wen-Yao ; Luo, Zhong-Jie ; Gao, Fu-Juan ; Zhang, Yi-Cheng

In: Physics Letters A, 2017, vol. 381, no. 48, p. 3972–3977

In this paper, we proposed a dynamical approach to assess vertices centrality according to the synchronization process of the Kuramoto model. In our approach, the vertices dynamical centrality is calculated based on the Difference of vertices Synchronization Abilities (DSA), which are different from traditional centrality measurements that are related to the topological properties. Through...