Open Access
·Peer-reviewed·ISSN (Online): 2169-0103·ISSN (Print): 0252-2667
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The Journal of Information and Optimization Sciences (JIOS) is a world leading journal publishing high quality, rigorously peer-reviewed original research in all mathematically-oriented theoretical and applied topics in information sciences, optimization sciences and related areas since 1980. Subjects include but are not limited to:
• Information Sciences
• Optimization Sciences
• Control Theory
• Operational Research
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Issues up to 2022 co-published with and available at:
The COVID-19 pandemic, caused by the Corona Virus Disease 2019, had a global impact with over 71 million infections and more than 1 million deaths by December 31, 2020[1]. To categorize Indian States/Union Territories (UTs) according to their COVID-19 statistics, we utilized hierarchical clustering analysis. This method groups the data based on their similarities, considering confirmed, recovered cases and COVID-19 related deaths. The results were presented in the form of informative tables and graphs, which can be valuable in devising strategies to prevent the further spread of the virus.
[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.
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