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 | 126 | 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 | 79 | 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 | 54 | 2020 |
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 | 44 | 2019 |
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 | 25 | 2020 |
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 | 23 | 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 | 15 | 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 | 14 | 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 | 14 | 2013 |
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 | 11 | 2021 |
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 | 11 | 2019 |
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 | 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 | 8 | 2018 |
Abdul Wahab A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges J Asharf, N Moustafa, H Khurshid, E Debie, W Haider Solutions and Future Directions. Electronics, 2020 | 6 | 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 | 6 | 2014 |
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 | 5 | 2017 |
Evolution of intrinsic motives in multi-agent simulations K Shafi, KE Merrick, E Debie Simulated Evolution and Learning: 9th International Conference, SEAL 2012 …, 2012 | 5 | 2012 |
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 | 4 | 2021 |
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 |
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 | 3 | 2021 |