Optimized monitoring systems in COVID-19 infected States in India using data mining techniques
*R. JebithaCorresponding authorjebitharajan1998@gmail.comDepartment of StatisticsManonmaniam Sundaranar UniversityTirunelveli, Tamil Nadu, 627012, India0000-0002-6525-7347View full profile → , V. Deneshkumarvdenesh77@gmail.comDepartment of StatisticsManonmaniam Sundaranar UniversityTirunelveli, Tamil Nadu, 627012, India0000-0001-8047-043XView full profile → , M. Manikandanmanikandanmsu@gmail.comDepartment of Community MedicinePondicherry Institute of Medical Sciences (PIMS)Puducherry, 605014, India0000-0001-8425-016XView full profile → , K. Senthamarai Kannansenkannan2002@gmail.comDepartment of StatisticsManonmaniam Sundaranar UniversityTirunelveli, Tamil Nadu, 627012, India0000-0003-1984-242XView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 11 May 2022
- Published Online:
- 27 Apr 2024
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JIOS-1506
- Pages:
- 735–745
Abstract
Keywords
Subject Classifications
References
[1] Gorbalenya, A. E. et al. The species severe acute respiratory syndrome-related coronavirus: Classifying 2019-nCoV and naming it SARS-CoV-2. Nat. Microbiol. 5, 536 (2020). https://doi.org/10.1038/s41564-020-0695-z.
[2] Lai, C.-C., Shih, T.-P., Ko, W.-C., Tang, H.-J. & Hsueh, P.-R. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and coronavirus disease-2019 (COVID-19): Te epidemic and the challenges. Int. J. Antimicrob. Agents 55, 105924 (2020). https://doi.org/ 10.1016/j.ijantimicag.2020.105924.
[3] World Health Organization. COVID-19 Weekly Epidemiological Update 22. World Heal Organ [Internet]. 2021; (December):1–3. Available from: https://www.who.int/ docs/default-source/coronaviruse/situation-reports/weekly_epidemiological_ update_ 22.pdf
[4] Mining WI. Data mining: Concepts and techniques. Morgan Kaufinann (2006).
[5] M. Chinazzi, J.T. Davis, M. Ajelli, C. Gioannini, M. Litvinova, S. Merler, A. Pastore y Piontti, K. Mu, L. Rossi, K. Sun, C. Viboud, X. Xiong, H. Yu, M.E. Halloran, I.M. Longini, A. Vespignani, The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak, Science (2020), eaba9757.
[6] K. Prem, Y. Liu, T.W. Russell, A.J. Kucharski, R.M. Eggo, N. Davies, M. Jit, P. Klepac, S. Flasche, S. Clifford, C.A.B. Pearson, J.D. Munday, S. Abbott, H. Gibbs, A. Rosello, B.J. Quilty, T. Jombart, F. Sun, C. Diamond, A. Gimma, K. van Zandvoort, S. Funk, C.I. Jarvis, W.J. Edmunds, N.I. Bosse, J. Hellewell, The effect of control strategies to reduce social mixing on outcomes of the COVID-19 epidemic in Wuhan, China: a modelling study, Lancet Publ. Health (2020).
[7] A.J. Kucharski, T.W. Russell, C. Diamond, Y. Liu, J. Edmunds, S. Funk, R.M. Eggo, F. Sun, M. Jit, J.D. Munday, N. Davies, A. Gimma, K. van Zandvoort, H. Gibbs, J. Hellewell, C.I. Jarvis, S. Clifford, B.J. Quilty, N.I. Bosse, S. Abbott, P. Klepac, S. Flasche, Early dynamics of transmission and control of COVID-19: A mathematical modelling study, Lancet Infect. Dis. (2020).
[8] Keeling MJ, Rohani P. Stochastic dynamics. InModeling infectious diseases in humans and animals 2011. Princeton University Press.
[9] J.A. Firth, J. Hellewell, P. Klepac, S. Kissler, A.J. Kucharski, L.G. Spurgin, Using a real-world network to model localized COVID-19 control strategies, Nat. Med. 26, 1616–1622 (2020).
[10] J. Stehle, N. Voirin, A. Barrat, C. Cattuto, V. Colizza, L. Isella, C. Regis, J.-F. Pinton, N. Khanafer, W. Van den Broeck, P. Vanhems, Simulation of an SEIR infectious disease model on the dynamic contact network of conference attendees, BMC Med. 9, 87 (2011).
[11] Agrebi S, Larbi A. Use of artificial intelligence in infectious diseases. Artificial Intelligence in Precision Health. 2020:415–38. doi: 10.1016/B978-0-12-817133-2.00018-5. Epub 2020 Mar 13. PMCID: PMC7153335.
[12] Rizvi SA, Umair M, Cheema MA. Clustering of countries for COVID-19 cases based on disease prevalence, health systems and environmental indicators. Chaos Solitons Fractals. 2021 Oct;151:111240. doi: 10.1016/j.chaos.2021.111240. Epub 2021 Jul 8. PMID: 34253943; PMCID: PMC8264526.
[13] Audu Musa Mabu, Rajesh Prasad & Raghav Yadav. Mining gene expression data using data mining techniques: A critical review, Journal of Information and Optimization Sciences, 41:3, 723-742 (2020), DOI: 10.1080/02522667.2018.1555311.




