Eyad Elyan
Eyad Elyan
Eyad Elyan, Professor, School of Computing, Robert Gordon University
Verified email at rgu.ac.uk - Homepage
Title
Cited by
Cited by
Year
Imitation learning: A survey of learning methods
A Hussein, MM Gaber, E Elyan, C Jayne
ACM Computing Surveys (CSUR) 50 (2), 1-35, 2017
2412017
Random forests: from early developments to recent advancements
K Fawagreh, MM Gaber, E Elyan
Systems Science & Control Engineering: An Open Access Journal 2 (1), 602-609, 2014
1572014
A genetic algorithm approach to optimising random forests applied to class engineered data
E Elyan, MM Gaber
Information sciences 384, 220-234, 2017
422017
Reconstruction of 3D human facial images using partial differential equations.
E Elyan, H Ugail
Academy Publisher, 2007
342007
Neighbourhood-based undersampling approach for handling imbalanced and overlapped data
P Vuttipittayamongkol, E Elyan
Information Sciences 509, 47-70, 2020
282020
New trends on digitisation of complex engineering drawings
CF Moreno-García, E Elyan, C Jayne
Neural computing and applications 31 (6), 1695-1712, 2019
222019
Deep imitation learning for 3D navigation tasks
A Hussein, E Elyan, MM Gaber, C Jayne
Neural computing and applications 29 (7), 389-404, 2018
222018
A fine-grained random forests using class decomposition: an application to medical diagnosis
E Elyan, MM Gaber
Neural computing and applications 27 (8), 2279-2288, 2016
222016
MFC-GAN: class-imbalanced dataset classification using multiple fake class generative adversarial network
A Ali-Gombe, E Elyan
Neurocomputing 361, 212-221, 2019
212019
Overlap-based undersampling for improving imbalanced data classification
P Vuttipittayamongkol, E Elyan, A Petrovski, C Jayne
International Conference on Intelligent Data Engineering and Automated …, 2018
152018
The cognitive benefits of dynamic representations in the acquisition of spatial navigation skills
OR Akinlofa, POB Holt, E Elyan
Computers in Human Behavior 30, 238-248, 2014
152014
Heuristics-based detection to improve text/graphics segmentation in complex engineering drawings
CF Moreno-García, E Elyan, C Jayne
International Conference on Engineering Applications of Neural Networks, 87-98, 2017
142017
A review of digital video tampering: from simple editing to full synthesis
P Johnston, E Elyan
Digital Investigation 29, 67-81, 2019
122019
Symbols classification in engineering drawings
E Elyan, CM Garcia, C Jayne
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
122018
Fish classification in context of noisy images
A Ali-Gombe, E Elyan, C Jayne
International Conference on Engineering Applications of Neural Networks, 216-226, 2017
122017
Improving bag-of-visual-words model with spatial-temporal correlation for video retrieval
L Wang, D Song, E Elyan
Proceedings of the 21st ACM international conference on Information and …, 2012
112012
Data stream mining: methods and challenges for handling concept drift
S Wares, J Isaacs, E Elyan
SN Applied Sciences 1 (11), 1-19, 2019
92019
Deep active learning for autonomous navigation
A Hussein, MM Gaber, E Elyan
International Conference on Engineering Applications of Neural Networks, 3-17, 2016
92016
Few-shot classifier GAN
A Ali-Gombe, E Elyan, Y Savoye, C Jayne
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
82018
Deep reward shaping from demonstrations
A Hussein, E Elyan, MM Gaber, C Jayne
2017 International Joint Conference on Neural Networks (IJCNN), 510-517, 2017
82017
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