no code implementations • 23 Dec 2022 • Dario Mazzilli, Manuel Sebastian Mariani, Flaviano Morone, Aurelio Patelli
We uncover the connection between the Fitness-Complexity algorithm, developed in the economic complexity field, and the Sinkhorn-Knopp algorithm, widely used in diverse domains ranging from computer science and mathematics to economics.
no code implementations • 15 Jan 2020 • Shuqi Xu, Manuel Sebastian Mariani, Linyuan Lü, Matúš Medo
Despite the increasing use of citation-based metrics for research evaluation purposes, we do not know yet which metrics best deliver on their promise to gauge the significance of a scientific paper or a patent.
no code implementations • 6 Dec 2019 • Shuqi Xu, Qianming Zhang, Linyuan Lv, Manuel Sebastian Mariani
Over the past decade, many startups have sprung up, which create a huge demand for financial support from venture investors.
1 code implementation • 3 Mar 2018 • Flavio Iannelli, Manuel Sebastian Mariani, Igor M. Sokolov
Here, we leverage the recently introduced random-walk effective distance -- a topological metric that estimates almost perfectly the arrival time of diffusive spreading processes on networks -- to introduce a new centrality metric which quantifies how close a node is to the other nodes.
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