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Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis

It is a great challenge of identification as well as formation of groups of infectious disease data set. Data mining, a process of uncovering silent characteristics of big data is one of such techniques which have nowadays become more popular for treating massive volume of infectious disease data se...

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Detalles Bibliográficos
Autor principal: Kumar, Sanjay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236640/
http://dx.doi.org/10.1007/s40745-020-00289-7
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author Kumar, Sanjay
author_facet Kumar, Sanjay
author_sort Kumar, Sanjay
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description It is a great challenge of identification as well as formation of groups of infectious disease data set. Data mining, a process of uncovering silent characteristics of big data is one of such techniques which have nowadays become more popular for treating massive volume of infectious disease data set. In the current study, we apply cluster analysis, one of the data mining techniques to classify real groups of infectious disease “novel corona virus disease (COVID-19)” data set of different states and union territories (UTs) in India according to their high similarity to each other. The results obtained permit us to have a sense of clusters of affected Indian states and UTs. The main objective of clustering in this study is to optimize monitoring techniques in affected states and UTs in India which will be very valuable to the government, doctors, the police and others involved in understanding seriousness of the spread of novel coronavirus (COVID-19) to improve government policies, decisions, medical facilities (ventilators, testing kits, masks etc.), treatment etc. to reduce number of infected and deceased persons.
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spelling pubmed-72366402020-05-19 Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis Kumar, Sanjay Ann. Data. Sci. Article It is a great challenge of identification as well as formation of groups of infectious disease data set. Data mining, a process of uncovering silent characteristics of big data is one of such techniques which have nowadays become more popular for treating massive volume of infectious disease data set. In the current study, we apply cluster analysis, one of the data mining techniques to classify real groups of infectious disease “novel corona virus disease (COVID-19)” data set of different states and union territories (UTs) in India according to their high similarity to each other. The results obtained permit us to have a sense of clusters of affected Indian states and UTs. The main objective of clustering in this study is to optimize monitoring techniques in affected states and UTs in India which will be very valuable to the government, doctors, the police and others involved in understanding seriousness of the spread of novel coronavirus (COVID-19) to improve government policies, decisions, medical facilities (ventilators, testing kits, masks etc.), treatment etc. to reduce number of infected and deceased persons. Springer Berlin Heidelberg 2020-05-19 2020 /pmc/articles/PMC7236640/ http://dx.doi.org/10.1007/s40745-020-00289-7 Text en © Springer-Verlag GmbH Germany, part of Springer Nature 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Kumar, Sanjay
Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis
title Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis
title_full Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis
title_fullStr Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis
title_full_unstemmed Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis
title_short Monitoring Novel Corona Virus (COVID-19) Infections in India by Cluster Analysis
title_sort monitoring novel corona virus (covid-19) infections in india by cluster analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236640/
http://dx.doi.org/10.1007/s40745-020-00289-7
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