Comparison of Conventional Modeling Techniques with the Neural Network Autoregressive Model (NNAR): Application to COVID‐19 Data
The coronavirus disease 2019 (COVID‐19) pandemic continues to destroy human life
around the world. Almost every country throughout the globe suffered from this pandemic …
around the world. Almost every country throughout the globe suffered from this pandemic …
On the implementation of the artificial neural network approach for forecasting different healthcare events
The rising number of confirmed cases and deaths in Pakistan caused by the coronavirus
have caused problems in all areas of the country, not just healthcare. For accurate policy …
have caused problems in all areas of the country, not just healthcare. For accurate policy …
Application of ARIMA and artificial neural networks models for daily cumulative confirmed COVID-19 prediction in Nigeria
S Suleiman, M Sani - Equity Journal of Science and Technology, 2021 - equijost.com
Coronavirus 2019, commonly referred to as COVID-19, is a disease discovered in China
towards the end of December 2019. This novel and highly infectious virus spreads rapidly …
towards the end of December 2019. This novel and highly infectious virus spreads rapidly …
[HTML][HTML] ARIMA and NAR based prediction model for time series analysis of COVID-19 cases in India
In this paper, we have applied the univariate time series model to predict the number of
COVID-19 infected cases that can be expected in upcoming days in India. We adopted an …
COVID-19 infected cases that can be expected in upcoming days in India. We adopted an …
Forecasting the prevalence of COVID-19 outbreak in Egypt using nonlinear autoregressive artificial neural networks
AI Saba, AH Elsheikh - Process safety and environmental protection, 2020 - Elsevier
Abstract SARS-CoV-2 (COVID-19) is a new Coronavirus, with first reported human infections
in late 2019. COVID-19 has been officially declared as a universal pandemic by the World …
in late 2019. COVID-19 has been officially declared as a universal pandemic by the World …
[PDF][PDF] Hybrid neural network prediction for time series analysis of COVID-19 cases in Nigeria
AF Adedotun - Journal of Intelligent Management Decision, 2022 - library.acadlore.com
The lethal coronavirus illness (COVID-19) has evoked worldwide discussion. This
contagious, sometimes fatal illness, is caused by the severe acute respiratory syndrome …
contagious, sometimes fatal illness, is caused by the severe acute respiratory syndrome …
A hybrid of artificial neural network, exponential smoothing, and ARIMA models for COVID-19 time series forecasting
Abstract The Auto Regressive Integrated Moving Average (ARIMA) model seems not to
easily capture the nonlinear patterns exhibited by the 2019 novel coronavirus (COVID-19) in …
easily capture the nonlinear patterns exhibited by the 2019 novel coronavirus (COVID-19) in …
Modeling COVID-19 confirmed cases using a hybrid model
S Tajmouati, B El Wahbi… - Advances in Decision …, 2022 - search.proquest.com
Purpose: The COVID-19 virus has caused numerous problems worldwide. Given the
negative effects of COVID-19, this study aims to estimate accurate forecasts of the number of …
negative effects of COVID-19, this study aims to estimate accurate forecasts of the number of …
[HTML][HTML] Implementation of stacking based ARIMA model for prediction of Covid-19 cases in India
Background Time-series forecasting has a critical role during pandemics as it provides
essential information that can lead to abstaining from the spread of the disease. The novel …
essential information that can lead to abstaining from the spread of the disease. The novel …
Nonlinear neural network based forecasting model for predicting COVID-19 cases
S Namasudra, S Dhamodharavadhani… - Neural processing …, 2023 - Springer
The recent COVID-19 outbreak has severely affected people around the world. There is a
need of an efficient decision making tool to improve awareness about the spread of COVID …
need of an efficient decision making tool to improve awareness about the spread of COVID …