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physics.soc-ph2021★ 16 cited
Orientations and matrix function-based centralities in multiplex network analysis of urban public transport
Kai Bergermann, Martin Stoll
We study urban public transport systems by means of multiplex networks in which stops are represented as nodes and each line is represented by a layer. We determine and visualize p…
physics.soc-ph2021★ 21 cited
Fast computation of matrix function-based centrality measures for layer-coupled multiplex networks
Kai Bergermann, Martin Stoll
Centrality measures identify and rank the most influential entities of complex networks. In this paper, we generalize matrix function-based centrality measures, which have been stu…