Title	A Machine Learning Univariate Time Series Model for Forecasting COVID-19 Confirmed Cases : A Pilot Study in Botswana
Author	Ofaletse Mphale, Ezekiel U Okike, and Neo Rafifing
Citation	Vol. 24  No. 12  pp. 101-110
Keywords	COVID-19, Corona virus, ARIMA, Box-Jenkins, Time series, Machine learning, ACF, PACF, AIC

Title	Precision in Action: COVID-19 Detection with Generalized Linear Classifier and Two Step-AS Algorithm
Author	Ahmed Hamza Osman, Hani Moetque Aljahdali, Sultan Menwer Altarrazi, and Ahmad A Alzahrani
Citation	Vol. 24  No. 12  pp. 111-120
Keywords	Generalized Liner model, Covid-19, Two Step-AS, Clustering, X-ray images

Title	A Comparative Study of Machine Learning Approaches for Accurate Predictive Modeling of Solar Energy Generation
Author	Khaled Chaaban and Najf Alfadl
Citation	Vol. 24  No. 12  pp. 121-131
Keywords	Machine learning, neural networks, optimization, photovoltaics.

Title	An Objective Analysis of the Effect of Employee’s Engagement in the Automobile Sector in Punjab
Author	Dr. Shelley Khosla
Citation	Vol. 24  No. 12  pp. 132-148
Keywords	Employee Engagement, Automobile, EOR