3.1k citations · 12.5k across the 87 of their papers we have counts for
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Characterizing the analogy between hyperbolic embedding and community structure of complex networks
Ali Faqeeh, Saeed Osat, Filippo Radicchi
We show that the community structure of a network can be used as a coarse version of its embedding in a hidden space with hyperbolic geometry. The finding emerges from a systematic…
Weight Thresholding on Complex Networks
Xiaoran Yan, Lucas G. S. Jeub, Alessandro Flammini +2
Weight thresholding is a simple technique that aims at reducing the number of edges in weighted networks that are otherwise too dense for the application of standard graph theoreti…
Controlling the uncertain response of real multiplex networks to random damage
Francesco Coghi, Filippo Radicchi, Ginestra Bianconi
We reveal large fluctuations in the response of real multiplex networks to random damage of nodes. These results indicate that the average response to random damage, traditionally…
Influence maximization in noisy networks
Şirag Erkol, Ali Faqeeh, Filippo Radicchi
We consider the problem of identifying the most influential nodes for a spreading process on a network when prior knowledge about structure and dynamics of the system is incomplete…