Forecasting the novel coronavirus COVID-19
F Petropoulos, S Makridakis - PloS one, 2020 - journals.plos.org
What will be the global impact of the novel coronavirus (COVID-19)? Answering this
question requires accurate forecasting the spread of confirmed cases as well as analysis of …
question requires accurate forecasting the spread of confirmed cases as well as analysis of …
Forecasting for COVID-19 has failed
Epidemic forecasting has a dubious track-record, and its failures became more prominent
with COVID-19. Poor data input, wrong modeling assumptions, high sensitivity of estimates …
with COVID-19. Poor data input, wrong modeling assumptions, high sensitivity of estimates …
COVID-19: Forecasting confirmed cases and deaths with a simple time series model
Forecasting the outcome of outbreaks as early and as accurately as possible is crucial for
decision-making and policy implementations. A significant challenge faced by forecasters is …
decision-making and policy implementations. A significant challenge faced by forecasters is …
Prediction and analysis of corona virus disease 2019
Y Hao, T Xu, H Hu, P Wang, Y Bai - PloS one, 2020 - journals.plos.org
The outbreak of Corona Virus Disease 2019 (COVID-19) in Wuhan has significantly
impacted the economy and society globally. Countries are in a strict state of prevention and …
impacted the economy and society globally. Countries are in a strict state of prevention and …
Forecasting COVID-19 confirmed cases, deaths and recoveries: Revisiting established time series modeling through novel applications for the USA and Italy
The novel coronavirus (COVID-19) is an emergent disease that initially had no historical
data to guide scientists on predicting/forecasting its global or national impact over time. The …
data to guide scientists on predicting/forecasting its global or national impact over time. The …
Forecasting models for coronavirus disease (COVID-19): a survey of the state-of-the-art
COVID-19 is a pandemic that has affected over 170 countries around the world. The number
of infected and deceased patients has been increasing at an alarming rate in almost all the …
of infected and deceased patients has been increasing at an alarming rate in almost all the …
[PDF][PDF] When will COVID-19 end? Data-driven prediction
J Luo - Data-Driven Innovation Lab, 2020 - sunday.com.pk
On April 18, 2020, we launched a webpage (https://ddi. sutd. edu. sg/when-will-covid-19-
end/)(screenshot in Figure 1) to share data-driven predictions of next developments and end …
end/)(screenshot in Figure 1) to share data-driven predictions of next developments and end …
COVID-19 future forecasting using supervised machine learning models
Machine learning (ML) based forecasting mechanisms have proved their significance to
anticipate in perioperative outcomes to improve the decision making on the future course of …
anticipate in perioperative outcomes to improve the decision making on the future course of …
Forecasting covid-19
The World Health Organization declared the coronavirus disease 2019 a pandemic on
March 11th, pointing to the over 118,000 cases in over 110 countries and territories around …
March 11th, pointing to the over 118,000 cases in over 110 countries and territories around …
Analysis and prediction of COVID‐19 trajectory: A machine learning approach
R Majhi, R Thangeda, RP Sugasi… - Journal of Public …, 2021 - Wiley Online Library
The outbreak of Coronavirus 2019 (COVID‐19) has impacted everyday lives globally. The
number of positive cases is growing and India is now one of the most affected countries. This …
number of positive cases is growing and India is now one of the most affected countries. This …