| Bioactive molecule prediction using extreme gradient boosting I Babajide Mustapha, F Saeed Molecules 21 (8), 983, 2016 | 281 | 2016 |
| Conditional deep convolutional generative adversarial networks for isolated handwritten arabic character generation IB Mustapha, S Hasan, H Nabus, SM Shamsuddin Arabian Journal for Science and Engineering 47 (2), 1309-1320, 2022 | 25 | 2022 |
| Effective Email Spam Detection System using Extreme Gradient Boosting IB Mustapha, S Hasan, SO Olatunji, SM Shamsuddin, A Kazeem arXiv preprint arXiv:2012.14430, 2020 | 17 | 2020 |
| Predictive modeling of physical and mechanical properties of pervious concrete using XGBoost IB Mustapha, Z Abdulkareem, M Abdulkareem, A Ganiyu Neural Computing and Applications 36 (16), 9245-9261, 2024 | 12 | 2024 |
| Comparative analysis of gradient-boosting ensembles for estimation of compressive strength of quaternary blend concrete IB Mustapha, M Abdulkareem, TM Jassam, AH AlAteah, KAA Al-Sodani, ... International Journal of Concrete Structures and Materials 18 (1), 20, 2024 | 12 | 2024 |
| Engineering Students’ Perception of Online Learning During the Emergency Nationwide Lockdown in Nigeria ZO Abdulkareem, SA Abdulkareem, IB Mustapha SN computer science 3 (4), 288, 2022 | 8 | 2022 |
| A Preliminary Study on Learning Challenges in Machine Learning-based Flight Delay Prediction IB Mustapha, SM Shamsuddin, S Hasan International Journal of Innovative Computing 9 (1), 2019 | 7 | 2019 |
| Adaptive Generation-based Approaches of Oversampling using Different Sets of Base and Nearest Neighbor’s Instances HSY Nabus, A Ali, S Hassan, SM Shamsuddin, IB Mustapha, F Saeed International Journal of Advanced Computer Science and Applications 13 (4), 2022 | 2 | 2022 |
| Investigating Group Distributionally Robust Optimization for Deep Imbalanced Learning: A Case Study of Binary Tabular Data Classification I Mustapha, S Hasan, HSY Nabbus, MMA Montaser, SO Olatunji, ... International Journal of Advanced Computer Science and Applications 14 (2), 10, 2023 | 1 | 2023 |
| Long Short-Term Memory Neural Network Model for the Control of Temperature in A Multi-Circuit Air Conditioning System I Oleolo, H Abdullah, I Mustapha, M Mohamad, MNM Jaafar, ... CFD Letters 14 (12), 84-98, 2022 | 1 | 2022 |
| Modelling spatiotemporal concentrations of PM2. 5 over Nigerian cities using machine learning algorithms and open-source data KA Abdulraheem, YA Aina, IB Mustapha, BS Adekunle, HO Jimoh, ... Modeling Earth Systems and Environment 11 (1), 1-17, 2025 | | 2025 |
| Intelligent Gradient Boosting Algorithms for Estimating Strength of Modified Subgrade Soil IB Mustapha, M Abdulkareem, S Hasan, A Ganiyu, H Nabus, JC Lee arXiv preprint arXiv:2501.04826, 2025 | | 2025 |
| GPU Based Multiple Back Prpagation for Big Data Problems IB Mustapha, S Hasan, S Mariyam Universiti Teknologi Malaysia, 2016 | | 2016 |
