Nowadays, the whole world is facing a pandemic situation in the form of coronavirus diseases. In connection with the spread of COVID-19 confirmed cases and deaths, various researchers have analysed the impact of temperature and humidity on the spread of coronavirus. In this paper, a deep transfer learning-based exhaustive analysis is performed by evaluating the influence of different weather factors, including temperature, sunlight hours, and humidity. To perform all the experiments, two data sets are used: one is taken from Kaggle (...) consists of official COVID-19 case reports and another data set is related to weather. Moreover, COVID-19 data are also tested and validated using deep transfer learning models. From the experimental results, it is shown that the temperature, the wind speed, and the sunlight hours make a significant impact on COVID-19 cases and deaths. However, it is shown that the humidity does not affect coronavirus cases significantly. It is concluded that the convolutional neural network performs better than the competitive model. (shrink)

The paper aims to reflect upon the significance of interrelationship of ethics and business in multinational corporate world. The issue of focus is: Which is appropriate course for pursuing business without ethics or business with ethics? To arrive at a just resolve, the paper attempts to see the pros and cons of introducing ethics into business. The pivotal problem seems to lie with regard to the concept of 'profit making' in business. Business corporates are apprehensive of not being able to (...) earn 'maximum'-profit if business activity is pursued with moral considerations. On the other hand, those who argue for ethics in business emphasize that ethical values are prior to 'maximization' of profit making. On their view, the point of emphasis is that it is after-all human beings for which business activity is carried out. As such, business (must) is to 'serve' them rather than make them 'suffer'. By the term 'human beings', we mean here the concept of 'society' and not 'individual'-in-isolation from other individuals. Nevertheless, to mean this, it is not to deny the fact that individual is a species of society. Also, it is defensively argued that the apprehension that ethical behaviour negatively affects profit making in business is not true on the ground that contrarily in fact ethical attitude is really consistent with rather than obstructive to business pursuit for a healthy society and abhyudaya (i.e., for rise and prosperity for all). Hence the case for ethics in business. (shrink)