A Convolutional Neural Network for Smoking Activity Recognition. - Fayez Alharbi; Katayoun Farrahi (HealthCom, 2018)

Synthetic Sensor Data for Human Activity Recognition. - Fayez Alharbi; Lahcen Ouarbya; Jamie A. Ward (IJCNN, 2020)

Comparing Sampling Strategies for Tackling Imbalanced Data in Human Activity Recognition. - Fayez Alharbi; Lahcen Ouarbya; Jamie A. Ward (Sensors, 2022)

A Comparison of Different ML Approaches for IoT Predictive Maintenance. - Fayez Alharbi (AICCONF, 2025)

Machine Learning-Based Life Expectancy Prediction in Developed and Developing Regions. - Shaik Shakeel Ahamad; K. Praveen Kumar; Sankuratri Sri Ganesh; Fayez Alharbi; Sultan Awad Alharby; Venkata S. P. Dendukuri; Suvarna Vani Koneru (IEEE Access, 2025)