| 2026 | GECCO | Machine Learning for Credit Approval: Enhancing Decision Accuracy and Explainability. | Mohamed Ahamed, Abubakar Siddique, Trung Nguyen, Muhammad Iqbal, Will N. Browne |
| 2026 | GECCO | Learning High-Order Feature Interactions in Supervised Learning Classifier Systems Using Code Fragments. | Le Ma, Abubakar Siddique, Trung Nguyen, Muhammad Iqbal, Will Browne |
| 2026 | GECCO | RASF-LCS: Ranked Attribute Selection and Distance-Based Rule Filtering for Interpretable Credit Scoring. | Ahamed Zahvie, Abubakar Siddique, Trung Nguyen, Muhammad Iqbal, Will Browne |
| 2025 | GECCO | Evolving Modular Abstractions through Lateralized Learning in Classifier Systems. | Abubakar Siddique, Muhammad Iqbal, Will N. Browne, Gina M. Grimshaw |
| 2024 | GECCO | Evolutionary Machine Learning for Interpretable and eXplainable AI. | Abubakar Siddique, Will N. Browne, Ryan J. Urbanowicz |
| 2024 | GECCO | A Survey on Learning Classifier Systems from 2022 to 2024. | Abubakar Siddique, Michael Heider, Muhammad Iqbal, Hiroki Shiraishi |
| 2024 | IVCNZ | Enhancing Visual Focus: Incorporating Attention into Rule-Based Machine Learning. | Abubakar Siddique, Muhammad Iqbal, Will N. Browne |
| 2023 | GECCO | Attention in Rule-Based Machine Learning: Exploiting Learning Classifier Systems' Generalization for Image Classification. | Abubakar Siddique, Muhammad Iqbal, Shahab Ud Din, Will N. Browne |
| 2023 | GECCO | Modern Applications of Evolutionary Rule-based Machine Learning. | Abubakar Siddique, Will N. Browne, Ryan J. Urbanowicz |
| 2022 | GECCO | Learning classifier systems: cognitive inspired machine learning for eXplainable AI. | Abubakar Siddique, Will N. Browne |
| 2021 | BMVC | Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation. | Abubakar Siddique, Reza Jalil Mozhdehi, Henry Medeiros |
| 2020 | GECCO | Learning classifier systems: appreciating the lateralized approach. | Abubakar Siddique, Will N. Browne, Gina M. Grimshaw |
| 2020 | GECCO | Lateralized learning for robustness against adversarial attacks in a visual classification system. | Abubakar Siddique, Will N. Browne, Gina M. Grimshaw |
| 2019 | COMPSAC | Visual Tracking with Autoencoder-Based Maximum A Posteriori Data Fusion. | Yevgeniy Reznichenko, Enrico Prampolini, Abubakar Siddique, Henry Medeiros, Francesca Odone |
| 2018 | ICIP | Deep Convolutional Particle Filter with Adaptive Correlation Maps for Visual Tracking. | Reza Jalil Mozhdehi, Yevgeniy Reznichenko, Abubakar Siddique, Henry Medeiros |
| 2018 | ISVC | Convolutional Adaptive Particle Filter with Multiple Models for Visual Tracking. | Reza Jalil Mozhdehi, Yevgeniy Reznichenko, Abubakar Siddique, Henry Medeiros |
| 2016 | CEC | A comprehensive strategy for mammogram image classification using learning classifier systems. | Abubakar Siddique, Muhammad Iqbal, Will N. Browne |