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Abubakar Siddique
Abubakar Siddique
Wellington Institute of Technology, Te Pūkenga – Whitireia WelTec
Verified email at weltec.ac.nz - Homepage
Title
Cited by
Cited by
Year
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
232021
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
192020
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
162016
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
152021
Lateralized learning to solve complex problems
A Siddique
Open Access Te Herenga Waka-Victoria University of Wellington, 2021
102021
Lateralized learning to solve complex boolean problems
A Siddique, WN Browne, GM Grimshaw
IEEE Transactions on Cybernetics 53 (11), 6761-6775, 2022
92022
Learning classifier systems: Appreciating the lateralized approach
A Siddique, WN Browne, GM Grimshaw
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
92020
Lateralized Learning for Multi-Class Visual Classification Tasks
A Siddique, WN Browne, GM Grimshaw
arXiv preprint arXiv:2301.12637, 2023
32023
Learning classifier systems: cognitive inspired machine learning for eXplainable AI
A Siddique, W Browne
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
32022
Modern applications of evolutionary rule-based machine learning
A Siddique, W Browne, R Urbanowicz
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
22023
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
22023
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
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