Title	Analyzing the Impact of Lockdown on COVID-19 Pandemic in Saudi Arabia
Author	Jayadev Gyani, Mohd Anul Haq, Ahsan Ahmed
Citation	Vol. 22  No. 4  pp. 39-46
Keywords	Omicron; Correlation; Covid-19; Machine Learning; Multinomial Logistic Model; Lockdown

Title	Centroid and Nearest Neighbor based Class Imbalance Reduction with Relevant Feature Selection using Ant Colony Optimization for Software Defect Prediction
Author	Kiran Kumar B., Jayadev Gyani, , Bhavani Y., Ganesh Reddy P., Nagasai Anjani Kumar T
Citation	Vol. 22  No. 10  pp. 1-10
Keywords	Ant Colony Optimization; Class imbalance; Feature selection; Oversampling

Title	CBES: A framework for Cloud-based E-learning System at SaaS Level
Author	Ahsan Ahmed, Mohd Anul Haq, Niranjan Polala , Vuppu Shankar , Jayadev Gyani
Citation	Vol. 22  No. 11  pp. 651-657
Keywords	e-learning; Cloud Computing; Security; Cloud Policies; IAAS, PAAS, SAAS, CBES