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Title: :  PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS
PaperId: :  13278
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 6 2020
DUI:    16.0415/IJARIIE-13278
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dr. Smartson. P. NYONIUniversity of Zimbabwe, Harare, Zimbabwe
Thabani NYONIUniversity of Zimbabwe, Harare, Zimbabwe
Tatenda. A. CHIHOHOUniversity of Zimbabwe, Harare, Zimbabwe

Abstract

Economics
ANN, COVID-19, Forecasting
COVID-19 continues to have a devastating effect on the health and well-being of the global population. One of the vital steps in the fight against COVID-19 is to come up with accurate forecasting models. In this research endeavor, the ANN approach was applied to analyze confirmed COVID-19 cases in Oman. The employed data covers the period February 24, 2020 to October 31, 2020 and the out-of-sample period ranges over the period November 2020 to April 2021. The residuals and forecast evaluation criteria (Error, MSE and MAE) of the applied technique indicate that the model is stable and acceptable. The results of the study show that, in general, COVID-19 cases will most likely continue to rise, gradually, in Oman. Control and preventive measures should be observed in the country until the situation stabilizes.

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IJARIIE Dr. Smartson. P. NYONI, Thabani NYONI, and Tatenda. A. CHIHOHO. "PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 6 2020 Page 1629-1641
MLA Dr. Smartson. P. NYONI, Thabani NYONI, and Tatenda. A. CHIHOHO. "PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 6.6(2020) : 1629-1641.
APA Dr. Smartson. P. NYONI, Thabani NYONI, & Tatenda. A. CHIHOHO. (2020). PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education, 6(6), 1629-1641.
Chicago Dr. Smartson. P. NYONI, Thabani NYONI, and Tatenda. A. CHIHOHO. "PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 6 (2020) : 1629-1641.
Oxford Dr. Smartson. P. NYONI, Thabani NYONI, and Tatenda. A. CHIHOHO. 'PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, 2020, p. 1629-1641. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/PREDICTION_OF_CONFIRMED_COVID_19_CASES_IN_OMAN_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie13278.pdf (Accessed : ).
Harvard Dr. Smartson. P. NYONI, Thabani NYONI, and Tatenda. A. CHIHOHO. (2020) 'PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, 6(6), pp. 1629-1641IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_CONFIRMED_COVID_19_CASES_IN_OMAN_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie13278.pdf (Accessed : )
IEEE Dr. Smartson. P. NYONI, Thabani NYONI, and Tatenda. A. CHIHOHO, "PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, pp. 1629-1641, Nov-Dec 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_CONFIRMED_COVID_19_CASES_IN_OMAN_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie13278.pdf [Accessed : ].
Turabian Dr. Smartson. P. NYONI, Thabani NYONI, and Tatenda. A. CHIHOHO. "PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 6 ().
Vancouver Dr. Smartson. P. NYONI, Thabani NYONI, and Tatenda. A. CHIHOHO. PREDICTION OF CONFIRMED COVID-19 CASES IN OMAN USING ARTIFICIAL NEURAL NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : ]; 6(6) : 1629-1641. Available from: https://ijariie.com/AdminUploadPdf/PREDICTION_OF_CONFIRMED_COVID_19_CASES_IN_OMAN_USING_ARTIFICIAL_NEURAL_NETWORKS_ijariie13278.pdf
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