Abstract
Coronavirus is a pandemic disease spreading from human-to-human rapidly all over the world. This virus is origin from common cold to severe disease such as MERS-CoV and SARS-CoV. Initially it was identified in China, December 2019. The main aim of this research is used to identify the COVID-19 transmission risks assessment from human-to-human within a cluster. The agent-based weighted clustering approach is used to identify the corona virus infected people rapidly within a cluster. In the weighted clustered approach, the normal agents are consisted as susceptible node and the corona virus infected people are considered as malicious node. The Cluster Head (CH) is elected based upon some weighting factors and the trust value is evaluated for all the agents within the cluster. The cluster head were periodically transfers the malicious node information to all other nodes within the cluster. Finally, the agent-based weighted clustering machine learning model approach is used to identify the number of corona virus infected people within the cluster.
Highlights
A corona virus was initially recognized in human lungs in 2012
The COVID-19 spread is analyzed for three countries like Italy, United States of America and India the results show that the spread of each country is high accuracy [7]
The cluster head is elected based upon the weighting parameters
Summary
The novel corona virus is not same as Severe Acute Respiratory Syndrome (SARS) in 2003. Similar the SARS virus, the novel corona virus is most related to those originate in bats. World Health Organization (WHO) announced corona virus disease 2019 (COVID-19) is a pandemic. A pandemic defines spreading the disease wide range of area and affecting exceptionally high proportion of the population. This novel corona virus was named Corona virus Disease 2019 (COVID19) by WHO in February 2020. The virus is referred to as SARS-CoV-2 and the associated disease is COVID-19. The person is having all above symptoms the person is affected with COVID-19 virus. The respiratory droplets are spreading through direct contact compare to droplet nuclei. The droplet transmission occurs within 1m direct contact with COVID-19 infected people [25]
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