Predictive Risk Analysis by Using Machine Learning During COVID-19

Coronavirus disease (COVID-19) is a new virus disease caused by inflammation. The disease causes respiratory distress (such as influenza) with manifestations such as cold, cough and fever, and the problem of breathing in progressively severe cases. This chapter is dedicated to the use of machine learning techniques for prediction of safe zone during COVID-19. At this point in the collective experience of coronavirus in the world, it seems clear that travelling will take a while to return ‘to normal’, i.e. travellers will move across borders as freely without concern as we did before the beginning of 2020. With the increase of COVID-19 cases at an unprecedented rate, everyone wants to know exactly how safe is it to travel to any specific place. As COVID-19 stay-at-home restrictions are began to ease in our community, we might wonder how to visit public places and protect our health.