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    • IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach
    Authors: Rajendrani, Mukherjee; Aurghyadip, Kundu; Indrajit, Mukherjee;  Advisor: -;  Co-Author: - (2023)

    COVID - 19 affected severely worldwide. The pandemic has caused many causalities in a very short span. The IoT-cloud-based healthcare model requirement is utmost in this situation to provide a better decision in the covid-19 pandemic. In this paper, an attempt has been made to perform predictive analytics regarding the disease using a machine learning classifier. This research proposed an enhanced KNN (k NearestNeighbor) algorithm eKNN, which did not randomly choose the value of k. However, it used a mathematical function of the dataset’s sample size while determining the k value. The enhanced KNN algorithm eKNN has experimented on 7 benchmark COVID-19 datasets of different size, which has been gathered from standard data cloud of different countries (Brazil, Mexico, etc.).