Frames-of-reference-based learning: Overcoming perceptual aliasing in multistep decision-making tasks A Siddique, WN Browne, GM Grimshaw IEEE Transactions on Evolutionary Computation 26 (1), 174-187, 2021 | 23 | 2021 |
Lateralized learning for robustness against adversarial attacks in a visual classification system A Siddique, WN Browne, GM Grimshaw Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 395-403, 2020 | 19 | 2020 |
A comprehensive strategy for mammogram image classification using learning classifier systems A Siddique, M Iqbal, WN Browne 2016 IEEE congress on evolutionary computation (CEC), 2201-2208, 2016 | 16 | 2016 |
Lateralized approach for robustness against attacks in emotion categorization from images HA Shehu, A Siddique, WN Browne, H Eisenbarth Applications of Evolutionary Computation: 24th International Conference …, 2021 | 15 | 2021 |
Lateralized learning to solve complex problems A Siddique Open Access Te Herenga Waka-Victoria University of Wellington, 2021 | 10 | 2021 |
Lateralized learning to solve complex boolean problems A Siddique, WN Browne, GM Grimshaw IEEE Transactions on Cybernetics 53 (11), 6761-6775, 2022 | 9 | 2022 |
Learning classifier systems: Appreciating the lateralized approach A Siddique, WN Browne, GM Grimshaw Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | 9 | 2020 |
Lateralized Learning for Multi-Class Visual Classification Tasks A Siddique, WN Browne, GM Grimshaw arXiv preprint arXiv:2301.12637, 2023 | 3 | 2023 |
Learning classifier systems: cognitive inspired machine learning for eXplainable AI A Siddique, W Browne Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 3 | 2022 |
Modern applications of evolutionary rule-based machine learning A Siddique, W Browne, R Urbanowicz Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 2 | 2023 |
Attention in Rule-Based Machine Learning: Exploiting Learning Classifier Systems' Generalization for Image Classification A Siddique, M Iqbal, S Din, W Browne Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 2 | 2023 |
Enhancing Object Detection Accuracy in Autonomous Vehicles Using Synthetic Data S Voronin, A Siddique, M Iqbal arXiv preprint arXiv:2411.15602, 2024 | | 2024 |
A Survey on Learning Classifier Systems from 2022 to 2024 A Siddique, M Heider, M Iqbal, H Shiraishi Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | | 2024 |
Evolutionary Machine Learning for Interpretable and eXplainable AI A Siddique, WN Browne, RJ Urbanowicz Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | | 2024 |
Lateralization in Agents' Decision Making: Evidence of Benefits/Costs from Artificial Intelligence A Siddique, WN Browne, GM Grimshaw arXiv preprint arXiv:2302.01542, 2023 | | 2023 |
Purge-Rehab: Eager Software Transactional Memory with High Performance Under Contention A Siddique, M Ansari, M Luján International Journal of Parallel Programming 44, 1359-1383, 2016 | | 2016 |