Essam Debie
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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
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 51 (3), 1542-1555, 2019
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
Electroencephalographic workload indicators during teleoperation of an unmanned aerial vehicle shepherding a swarm of unmanned ground vehicles in contested environments
R Fernandez Rojas, E Debie, J Fidock, M Barlow, K Kasmarik, S Anavatti, ...
Frontiers in neuroscience 14, 40, 2020
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
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
Federated ton_iot windows datasets for evaluating ai-based security applications
N Moustafa, M Keshk, E Debie, H Janicke
2020 IEEE 19th International Conference on Trust, Security and Privacy in …, 2020
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
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
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
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 8 (7), 1281-1295, 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
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
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
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
Session Invariant EEG Signatures using Elicitation Protocol Fusion and Convolutional Neural Network
E Debie, N Moustafa, A Vasilakos
IEEE Transactions on Dependable and Secure Computing, 2021
Autonomous recommender system for reconnaissance tasks using a swarm of UAVs and asynchronous shepherding
E Debie, H El-Fiqi, J Fidock, M Barlow, K Kasmarik, S Anavatti, M Garratt, ...
Human-Intelligent Systems Integration, 1-12, 2021
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
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