Mobility patterns as contributors to Covid-19 spread in Croatia (CROSBI ID 721796)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Kalaminec, Helena ; Popović, Irena ; Spudić, Robert ; Filjar, Renato
engleski
Mobility patterns as contributors to Covid-19 spread in Croatia
General mobility of population is considered an important mechanism in contagion development. Here we contribute to understanding of the problem with the analysis of the effects of the general population mobility patterns on Covid-19 spread, based on openly available data provided by Google, Inc. (Global Mobility Reports) and Our World of Data (Global Covid-19 data) related to the situation in Croatia. Our machine learning-based analysis reveals several interesting insights into local customary behaviour that potentially affects the spread of disease, and identifies mobility patterns as the features with statistically significant contribution to development of epidemic indices in Republic of Croatia.
Mobility ; Covid-19 ; Epidemiology ; Statistical learning
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Podaci o prilogu
020001-1-020001-7.
2022.
objavljeno
10.1063/5.0099921
Podaci o matičnoj publikaciji
AIP Conference Proceedings 2570: Proc of International Scientific Conference on Communications, Information, Electronic and Energy Systems - CIEES 2021
Filjar, Renato ; Iliev, Iliya
Ruse: American Institute of Physics (AIP)
978-0-7354-4375-4
Podaci o skupu
Nepoznat skup
predavanje
29.02.1904-29.02.2096
Povezanost rada
Elektrotehnika, Informacijske i komunikacijske znanosti, Javno zdravstvo i zdravstvena zaštita, Matematika, Računarstvo