Effective Email Spam Detection System using Extreme Gradient Boosting. - Ismail B. Mustapha; Shafaatunnur Hasan; Sunday Olusanya Olatunji; Siti Mariyam Shamsuddin; Afolabi Kazeem (CoRR, 2020)

Engineering Students' Perception of Online Learning During the Emergency Nationwide Lockdown in Nigeria. - Zainab Olorunbukademi Abdulkareem; Sulyman Age Abdulkareem; Ismail B. Mustapha (SN Comput. Sci., 2022)

Investigating Group Distributionally Robust Optimization for Deep Imbalanced Learning: A Case Study of Binary Tabular Data Classification. - Ismail B. Mustapha; Shafaatunnur Hasan; Hatem S. Y. Nabbus; Mohamed Mostafa Ali Montaser; Sunday Olusanya Olatunji; Siti Maryam Shamsuddin (CoRR, 2023)

Predictive modeling of physical and mechanical properties of pervious concrete using XGBoost. - Ismail B. Mustapha; Zainab Abdulkareem; Muyideen Abdulkareem; Abideen Ganiyu (Neural Comput. Appl., 2024)

Intelligent Gradient Boosting Algorithms for Estimating Strength of Modified Subgrade Soil. - Ismail B. Mustapha; Muyideen Abdulkareem; Shafaatunnur Hasan; Abideen Ganiyu; Hatem Nabus; Jin Chai Lee (CoRR, 2025)