Title	Utilizing Machine Learning Algorithms for Recruitment Predictions of IT Graduates in the Saudi Labor Market
Author	Munirah Alghamlas and Reham Alabduljabbar
Citation	Vol. 24  No. 3  pp. 113-124
Keywords	Classification, data mining, machine learning, labor market, prediction, Saudi Arabia, skills gap, recruitment

Title	Classification of COVID-19 Disease: A Machine Learning Perspective
Author	Kinza Sardar
Citation	Vol. 24  No. 3  pp. 107-112
Keywords	Covid-19, Machine Learning Techniques, Classification, Dimensionality Reduction

Title	Image-based Soft Drink Type Classification and Dietary Assessment System Using Deep Convolutional Neural Network with Transfer Learning
Author	Rubaiya Hafiz, Mohammad Reduanul Haque, Aniruddha Rakshit, Amina khatun and Mohammad Shorif Uddin
Citation	Vol. 24  No. 2  pp. 158-168
Keywords	Drinks classification, Resolution enhancement, Gaussian noise removal, Mean-shift segmentation, Deep CNN, Bag-of-Feature, Euclidean distance.

Title	Feature Selection and Hyper-Parameter Tuning for Optimizing Decision Tree Algorithm on Heart Disease Classification
Author	Tsehay Admassu Assegie, Sushma S.J, Bhavya B.G, and Padmashree S
Citation	Vol. 24  No. 2  pp. 150-154
Keywords	Heart disease classification, Feature selection, Chi-squared test, Parameter tuning, optimizing decision tree.