Machine learning and deep learning based time series prediction and forecasting of ten nations' COVID-19 pandemic

Y Kumar, A Koul, S Kaur, YC Hu - SN Computer Science, 2022 - Springer
In the paper, the authors investigated and predicted the future environmental circumstances
of a COVID-19 to minimize its effects using artificial intelligence techniques. The …

Time series forecasting of Covid-19 using deep learning models: India-USA comparative case study

S Shastri, K Singh, S Kumar, P Kour… - Chaos, Solitons & Fractals, 2020 - Elsevier
Covid-19 is a highly contagious virus which almost freezes the world along with its economy.
Its ability of human-to-human and surface-to-human transmission turns the world into …

Time series predicting of COVID-19 based on deep learning

MO Alassafi, M Jarrah, R Alotaibi - Neurocomputing, 2022 - Elsevier
COVID-19 was declared a global pandemic by the World Health Organisation (WHO) on
11th March 2020. Many researchers have, in the past, attempted to predict a COVID …

[HTML][HTML] Covid-19 pandemic: Application of machine learning time series analysis for prediction of human future

V Chaurasia, S Pal - 2020 - europepmc.org
Purpose: Coronavirus disease is an irresistible infection caused by the respiratory disease
Coronavirus 2 (SARS-CoV-2). It was first found in Wuhan, China, in December 2019, and …

Deep learning time series to forecast COVID-19 active cases in INDIA: a comparative study

MA Shaik, D Verma - IOP Conference Series: Materials Science …, 2020 - iopscience.iop.org
In the present situation of" COVID-19 pandemic" which devastated worldwide
socioeconomic implications that led by Indian government to initiate and to perform intense …

Time series analysis of the COVID-19 datasets

S Maurya, S Singh - 2020 IEEE International conference for …, 2020 - ieeexplore.ieee.org
This research is focused on the data analytics for the available data for COVID-19 pandemic
disease. In this research work, Python and its libraries are applied for the exploratory data …

Time series forecasting of COVID-19 transmission in Asia Pacific countries using deep neural networks

HT Rauf, MIU Lali, MA Khan, S Kadry… - Personal and Ubiquitous …, 2023 - Springer
The novel human coronavirus disease COVID-19 has become the fifth documented
pandemic since the 1918 flu pandemic. COVID-19 was first reported in Wuhan, China, and …

Application of machine learning time series analysis for prediction COVID-19 pandemic

V Chaurasia, S Pal - Research on Biomedical Engineering, 2020 - Springer
Purpose Coronavirus disease is an irresistible infection caused by the respiratory disease
coronavirus 2 (SARS-CoV-2). It was first found in Wuhan, China, in December 2019, and …

[HTML][HTML] Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods

N Ayoobi, D Sharifrazi, R Alizadehsani, A Shoeibi… - Results in physics, 2021 - Elsevier
The first known case of Coronavirus disease 2019 (COVID-19) was identified in December
2019. It has spread worldwide, leading to an ongoing pandemic, imposed restrictions and …

Data analysis of Covid-19 pandemic and short-term cumulative case forecasting using machine learning time series methods

S Ballı - Chaos, Solitons & Fractals, 2021 - Elsevier
The Covid-19 pandemic is the most important health disaster that has surrounded the world
for the past eight months. There is no clear date yet on when it will end. As of 18 September …