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math.CO2021
Dynamic Katz and Related Network Measures
Francesca Arrigo, Desmond J. Higham, Vanni Noferini +1
We study walk-based centrality measures for time-ordered network sequences. For the case of standard dynamic walk-counting, we show how to derive and compute centrality measures in…
math.NA2021★ 24 cited
Mittag-Leffler functions and their applications in network science
Francesca Arrigo, Fabio Durastante
We describe a complete theory for walk-based centrality indices in complex networks defined in terms of Mittag-Leffler functions. This overarching theory includes as special cases…