Essam Debie
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Evolutionary Rule Learning for High Dimensional Classification Problems: Investigations and Remedies.
ES Debie
University of New South Wales, Canberra, Australia, 2014
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