Author: Danillo Barros de Souza; Fernando A N Santos; Everlon Figueiroa; Jailson B Correia; Hernande P da Silva; Jose Luiz de Lima Filho; Jones Albuquerque
Title: Using curvature to infer COVID-19 fractal epidemic network fragility and systemic risk Document date: 2020_4_6
ID: a47l7m47_2
Snippet: Recent developments in topological and geometric data analysis [1] [2] [3] [4] [5] offer useful perspectives regarding real data treatment, having yielded outstanding results over the past years across many fields [6] [7] [8] [9] . As an emerging and promising approach in network science and complex systems more generally [10] , topological and geometric data analysis describes the shape of the data by associating high dimensional objects [1, 8, .....
Document: Recent developments in topological and geometric data analysis [1] [2] [3] [4] [5] offer useful perspectives regarding real data treatment, having yielded outstanding results over the past years across many fields [6] [7] [8] [9] . As an emerging and promising approach in network science and complex systems more generally [10] , topological and geometric data analysis describes the shape of the data by associating high dimensional objects [1, 8, 11] .
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