Implications of the curse of dimensionality for supervised learning classifier systems: theoretical and empirical analyses E Debie, K Shafi Pattern Analysis and Applications 22 (2), 519-536, 2019 | 11 | 2019 |
Reduct based ensemble of learning classifier system for real-valued classification problems E Debie, K Shafi, C Lokan, K Merrick 2013 IEEE Symposium on Computational Intelligence and Ensemble Learning …, 2013 | 9 | 2013 |
Swarm Q-Learning With Knowledge Sharing Within Environments for Formation Control T Nguyen, H Nguyen, E Debie, K Kasmarik, M Garratt, H Abbass 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 7 | 2018 |
Performance analysis of rough set ensemble of learning classifier systems with differential evolution based rule discovery E Debie, K Shafi, C Lokan, K Merrick Evolutionary Intelligence 6 (2), 109-126, 2013 | 6 | 2013 |
Multimodal fusion for objective assessment of cognitive workload: a review E Debie, RF Rojas, J Fidock, M Barlow, K Kasmarik, S Anavatti, M Garratt, ... IEEE Transactions on Cybernetics, 2019 | 5 | 2019 |
Encephalographic assessment of situation awareness in teleoperation of human-swarm teaming RF Rojas, E Debie, J Fidock, M Barlow, K Kasmarik, S Anavatti, M Garratt, ... International Conference on Neural Information Processing, 530-539, 2019 | 4 | 2019 |
An online evolutionary rule learning algorithm with incremental attribute discretization E Debie, K Shafi, K Merrick, C Lokan 2014 IEEE Congress on Evolutionary Computation (CEC), 1116-1123, 2014 | 4 | 2014 |
Investigating differential evolution based rule discovery in learning classifier systems E Debie, K Shafi, C Lokan, K Merrick 2013 IEEE Symposium on Differential Evolution (SDE), 77-84, 2013 | 4 | 2013 |
Evolution of intrinsic motives in multi-agent simulations K Shafi, KE Merrick, E Debie Asia-Pacific Conference On Simulated Evolution And Learning, 198-207, 2012 | 4 | 2012 |
A review of intrusion detection systems using machine and deep learning in internet of things: Challenges, solutions and future directions J Asharf, N Moustafa, H Khurshid, E Debie, W Haider, A Wahab Electronics 9 (7), 1177, 2020 | 2 | 2020 |
Electroencephalographic Workload Indicators During Teleoperation of an Unmanned Aerial Vehicle Shepherding a Swarm of Unmanned Ground Vehicles in Contested Environments RF Rojas, E Debie, J Fidock, M Barlow, K Kasmarik, S Anavatti, M Garratt, ... Frontiers in Neuroscience 14, 2020 | 2 | 2020 |
On Taxonomy and Evaluation of Feature Selection‐Based Learning Classifier System Ensemble Approaches for Data Mining Problems E Debie, K Shafi, K Merrick, C Lokan Computational Intelligence 33 (3), 554-578, 2017 | 2 | 2017 |
Investigating Multi-Operator Differential Evolution for Feature Selection E Debie, SM Elsayed, DL Essam, RA Sarker Australasian Conference on Artificial Life and Computational Intelligence …, 2016 | 1 | 2016 |
REUCS-CRG: reduct based ensemble of sUpervised classifier system with combinatorial rule generation for data mining ES Debie, K Shafi, C Lokan Proceedings of the 15th annual conference companion on Genetic and …, 2013 | 1 | 2013 |
Human-swarm-teaming transparency and trust architecture AJ Hepworth, DP Baxter, A Hussein, KJ Yaxley, E Debie, HA Abbass IEEE/CAA Journal of Automatica Sinica, 2020 | | 2020 |
Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution S Elsayed, H Singh, E Debie, A Perry, B Campbell, R Hunjel, H Abbass 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2194-2201, 2020 | | 2020 |
Federated TON_IoT Windows Datasets for Evaluating AI-based Security Applications N Moustafa, M Keshk, E Debie, H Janicke arXiv preprint arXiv:2010.08522, 2020 | | 2020 |
A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain Signals E Debie, N Moustafa, MT Whitty 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | | 2020 |
Historical operational data analysis for defence preparedness planning K Shafi, E Debie, D Oliver The Journal of Defense Modeling and Simulation 15 (2), 231-244, 2018 | | 2018 |
Evolutionary Rule Learning for High Dimensional Classification Problems: Investigations and Remedies. ES Debie University of New South Wales, Canberra, Australia, 2014 | | 2014 |