Short-term forecasting of COVID-19 using support vector regression: An application using Zimbabwean data

C Shoko, C Sigauke - American Journal of Infection Control, 2023 - Elsevier
Background This study aims to show that including pairwise hierarchical interactions of
covariates and combining forecasts from individual models improves prediction accuracy …

[HTML][HTML] Economists, scientific communities, and pandemics: An exploratory study of Brazil (1918–2020)

M Boianovsky - EconomiA, 2021 - Elsevier
The paper investigates historical aspects of the formation of the scientific community of
economists in Brazil, taking the current research effort about the economics of Covid-19 as a …

AGGFORCLUS: A hybrid methodology integrating forecasting with clustering to assess mitigation plans and contagion risk in pandemic outbreaks: the COVID-19 …

M Soto-Ferrari, A Carrasco-Pena… - Journal of Business …, 2023 - Taylor & Francis
The COVID-19 pandemic showed governments' unpreparedness as decision-makers hastily
created restrictions and policies to contain its spread. Identifying prospective areas with a …

A multi-agent-based simulation model for the spreading of diseases through social interactions during pandemics

FA Salem, UF Moreno - Journal of Control, Automation and Electrical …, 2022 - Springer
Epidemiological models have a vital and consolidated role in aiding decision-making during
crises such as the Coronavirus Disease 2019 (COVID-19) pandemic. However, the …

[HTML][HTML] The macroeconomics of epidemics: Interstate heterogeneity in Brazil

L Borelli, GS Góes - EconomiA, 2021 - Elsevier
We applied the SIR-macro model proposed by Eichenbaum et al.(2020) in its complete
version to comparatively study the interaction between economic decisions and COVID-19 …

Optimal Neural Network Model for Short-Term Prediction of Confirmed Cases in the COVID-19 Pandemic

M Milić, J Milojković, M Jeremić - Mathematics, 2022 - mdpi.com
COVID-19 is one of the largest issues that humanity still has to cope with and has an impact
on the daily lives of billions of people. Researchers from all around the world have made …

A multiagent coronavirus model with territorial vulnerability parameters

P Magalhães, JPG Pinto, DM Segura Angel - medRxiv, 2020 - medrxiv.org
We developed a simple and user-friendly simulator called MD Corona that is based on a
multiagent model and describes the transmission dynamics of coronavirus for a given …

COVID-19 Confirmed Cases Forecasting in Malaysia Using Linear Regression and Holt's Winter Algorithm

H Hasri, SAM Aris, R Ahmad… - International Journal of …, 2023 - publisher.uthm.edu.my
The 2019 coronavirus disease pandemic (COVID-19) has emerged and is spreading rapidly
over the world. Therefore, it may be highly significant to have the general population tested …

“Back to the future” projections for COVID-19 surges

JS Rao, T Liu, DA Díaz-Pachón - PloS one, 2024 - journals.plos.org
We argue that information from countries who had earlier COVID-19 surges can be used to
inform another country's current model, then generating what we call back-to-the-future …

Determinación de demandas de clientes anticipadas con la utilización de modelos de pronósticos para la planeación de la producción de producto médico

CA Fernandez Muñoz - 2021 - 51.143.95.221
Una buena planeación es esencial para cualquier industria manufacturera, aquí se tomarán
las decisiones en todos los departamentos que consta cada empresa, desde recursos …