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Mobility patterns as contributors to Covid-19 spread in Croatia (CROSBI ID 721796)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Kalaminec, Helena ; Popović, Irena ; Spudić, Robert ; Filjar, Renato Mobility patterns as contributors to Covid-19 spread in Croatia // AIP Conference Proceedings 2570: Proc of International Scientific Conference on Communications, Information, Electronic and Energy Systems - CIEES 2021 / Filjar, Renato ; Iliev, Iliya (ur.). Ruse: American Institute of Physics (AIP), 2022. str. 020001-1-020001-7 doi: 10.1063/5.0099921

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

Poveznice