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Essam Debie
Essam Debie
Senior Lecturer
Verified email at canberra.edu.au
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Cited by
Cited by
Year
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
2232020
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
1302019
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
792020
Implications of the curse of dimensionality for supervised learning classifier systems: theoretical and empirical analyses
E Debie, K Shafi
Pattern Analysis and Applications 22, 519-536, 2019
792019
Federated TON_IoT Windows datasets for evaluating AI-based security applications
N Moustafa, M Keshky, E Debiez, H Janicke
2020 IEEE 19th international conference on trust, security and privacy in …, 2020
652020
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
422020
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
272020
Encephalographic assessment of situation awareness in teleoperation of human-swarm teaming
R Fernandez Rojas, E Debie, J Fidock, M Barlow, K Kasmarik, S Anavatti, ...
Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019
202019
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
192020
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 19 (4), 2488-2500, 2021
162021
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
142013
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
112018
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, 109-126, 2013
92013
Evolution of intrinsic motives in multi-agent simulations
K Shafi, KE Merrick, E Debie
Simulated Evolution and Learning: 9th International Conference, SEAL 2012 …, 2012
92012
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
82021
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
62014
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
52017
Swarm robotics: A Survey from a Multi-tasking Perspective
E Debie, K Kasmarik, M Garratt
ACM Computing Surveys 56 (2), 1-38, 2023
42023
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
42013
A neuro-evolution approach to shepherding swarm guidance in the face of uncertainty
E Debie, H Singh, S Elsayed, A Perry, R Hunjet, H Abbass
2021 ieee international conference on systems, man, and cybernetics (smc …, 2021
32021
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