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Stability of network centrality measures: a numerical study

Stability of network centrality measures: a numerical study

Abstract Identifying key actors or nodes in a network is a relevant task regarding many applications. In general, the real-valued function that evaluates the nodes is called node centrality measure. Performing a relevance-based ranking on the list of nodes is also of high practical importance, since the most central nodes …