And the following graph breaks down local cases in the last 14 days by age and vaccination status: Again, we see that the overwhelming majority of cases are in those who succumbed to the hysteria campaign and got vaxxxinated. Australia Here in Australia, the majority of people have yet t...
In this research, we would like to take a step forward to incorporate spatial data (geography) with time series data to forecast the cases of region-level infection simultaneously. Specifically, we model a single spatio-temporal graph, in which nodes represent the geographi...
Using data from Australia, Hu et al. (2021) document a negative relationship between the daily housing price index and the number of COVID cases. However, the declines in the real estate markets were mitigated to a large extent by monetary and fiscal policy interventions (Chong and Phillips,...
To date (December 29th 2020), more than 79 million confirmed cases have been reported in over 200 countries and territories, with a mortality rate of 2.2% [1]. Considering the pandemic of COVID-19, early detection and treatment are of great importance to the slowdown of viral transmission ...
cases as well as the long-term error governed by the transmission and recovery rates within traditional Susceptible–Infectious–Recovered models. Contrasting these approaches25, proposed a RNN to derive latent features for each location, hence they constructed a graph whose edge weights were given by...
Covid by region comparisons Compare Coronavirus cases/deaths over time by state, county, and country. (Open Source) Covid-19 UK and World Data Visualization Time Machine 🧭 Interactive timeline for viewing worldwide historical data by country, with bar race animation. Yahoo Knowledge Graph COVI...
An Analyses oftheImpact ofClimatic andEnvironmental Conditions onCOVID-19 Prevalence inEpidemic Areas inAustralia, South Korea, andItaly The outbreak of COVID-19 is having a significant impact on people's concern on health and healthcare systems. Increased research outputs in all areas relat... ...
The temporal contact graph shows the potential group of contacted individuals at high infection risk. Intuitively, more contacts between infectious and contacted individuals are likely to cause more confirmed cases in the future. We proceed to investigate the correlation between the daily number of cont...
Furthermore, after the subprime mortgage crisis, they find the formation of two large communities, that is, European and American countries, and the other formed by Asian countries plus Australia, while in the pre-crisis period three communities could be identified. Kanno [32] assessed the effect...
For predicting the number of new and recovered cases for six countries—Italy, Spain, France, China, the United States, and Australia—A. Zeroual et al. [19] presented a comparison of five deep learning models (basic RNN, LSTM, Bidirectional-LSTM, gated recurrent units (GRUs), and ...