Abubakar Siddique

According to our database, Abubakar Siddique authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing Visual Focus: Incorporating Attention into Rule-Based Machine Learning.

Abubakar Siddique, Muhammad Iqbal, Will N. Browne

Proceedings of the 39th International Conference on Image and Vision Computing New Zealand, 2024

A Survey on Learning Classifier Systems from 2022 to 2024.

Abubakar Siddique, Michael Heider, Muhammad Iqbal, Hiroki Shiraishi

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Evolutionary Machine Learning for Interpretable and eXplainable AI.

Abubakar Siddique, Will N. Browne, Ryan J. Urbanowicz

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Lateralized Learning to Solve Complex Boolean Problems.

Abubakar Siddique, Will N. Browne, Gina M. Grimshaw

IEEE Trans. Cybern., November, 2023

Lateralization in Agents' Decision Making: Evidence of Benefits/Costs from Artificial Intelligence.

Abubakar Siddique, Will N. Browne, Gina M. Grimshaw

CoRR, 2023

Lateralized Learning for Multi-Class Visual Classification Tasks.

Abubakar Siddique, Will N. Browne, Gina M. Grimshaw

CoRR, 2023

Modern Applications of Evolutionary Rule-based Machine Learning.

Abubakar Siddique, Will N. Browne, Ryan J. Urbanowicz

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Attention in Rule-Based Machine Learning: Exploiting Learning Classifier Systems' Generalization for Image Classification.

Abubakar Siddique, Muhammad Iqbal, Shahab Ud Din, Will N. Browne

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Frames-of-Reference-Based Learning: Overcoming Perceptual Aliasing in Multistep Decision-Making Tasks.

Abubakar Siddique, Will N. Browne, Gina M. Grimshaw

IEEE Trans. Evol. Comput., 2022

Learning classifier systems: cognitive inspired machine learning for eXplainable AI.

Abubakar Siddique, Will N. Browne

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images.

Harisu Abdullahi Shehu, Abubakar Siddique, Will N. Browne, Hedwig Eisenbarth

Proceedings of the Applications of Evolutionary Computation, 2021

2020

Lateralized learning for robustness against adversarial attacks in a visual classification system.

Abubakar Siddique, Will N. Browne, Gina M. Grimshaw

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Learning classifier systems: appreciating the lateralized approach.

Abubakar Siddique, Will N. Browne, Gina M. Grimshaw

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2016

A comprehensive strategy for mammogram image classification using learning classifier systems.

Abubakar Siddique, Muhammad Iqbal, Will N. Browne

Proceedings of the IEEE Congress on Evolutionary Computation, 2016