Abubakar Siddique

16 papers A 1B 2Misc 1Journal 5Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Lateralized Learning for Multi-Class Visual Classification Tasks. IEEE Access Abubakar Siddique, Will N. Browne, Gina M. Grimshaw
2025	—	`conf`	Evolving Modular Abstractions through Lateralized Learning in Classifier Systems. GECCO Companion Abubakar Siddique, Muhammad Iqbal, Will N. Browne, Gina M. Grimshaw
2024	—	`conf`	A Survey on Learning Classifier Systems from 2022 to 2024. GECCO Companion Abubakar Siddique, Michael Heider, Muhammad Iqbal, Hiroki Shiraishi
2024	Misc	`conf`	Enhancing Visual Focus: Incorporating Attention into Rule-Based Machine Learning. IVCNZ Abubakar Siddique, Muhammad Iqbal, Will N. Browne
2024	—	`conf`	Evolutionary Machine Learning for Interpretable and eXplainable AI. GECCO Companion Abubakar Siddique, Will N. Browne, Ryan J. Urbanowicz
2023	—	`conf`	Attention in Rule-Based Machine Learning: Exploiting Learning Classifier Systems' Generalization for Image Classification. GECCO Companion Abubakar Siddique, Muhammad Iqbal, Shahab Ud Din, Will N. Browne
2023	J	`jnl`	Lateralization in Agents' Decision Making: Evidence of Benefits/Costs from Artificial Intelligence. CoRR Abubakar Siddique, Will N. Browne, Gina M. Grimshaw
2023	J	`jnl`	Lateralized Learning for Multi-Class Visual Classification Tasks. CoRR Abubakar Siddique, Will N. Browne, Gina M. Grimshaw
2023	J	`jnl`	Lateralized Learning to Solve Complex Boolean Problems. IEEE Trans. Cybern. Abubakar Siddique, Will N. Browne, Gina M. Grimshaw
2023	—	`conf`	Modern Applications of Evolutionary Rule-based Machine Learning. GECCO Companion Abubakar Siddique, Will N. Browne, Ryan J. Urbanowicz
2022	J	`jnl`	Frames-of-Reference-Based Learning: Overcoming Perceptual Aliasing in Multistep Decision-Making Tasks. IEEE Trans. Evol. Comput. Abubakar Siddique, Will N. Browne, Gina M. Grimshaw
2022	—	`conf`	Learning classifier systems: cognitive inspired machine learning for eXplainable AI. GECCO Companion Abubakar Siddique, Will N. Browne
2021	B	`conf`	Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images. EvoApplications Harisu Abdullahi Shehu, Abubakar Siddique, Will N. Browne, Hedwig Eisenbarth
2020	A	`conf`	Lateralized learning for robustness against adversarial attacks in a visual classification system. GECCO Abubakar Siddique, Will N. Browne, Gina M. Grimshaw
2020	—	`conf`	Learning classifier systems: appreciating the lateralized approach. GECCO Companion Abubakar Siddique, Will N. Browne, Gina M. Grimshaw
2016	B	`conf`	A comprehensive strategy for mammogram image classification using learning classifier systems. CEC Abubakar Siddique, Muhammad Iqbal, Will N. Browne