Noura Al Moubayed
Noura Al Moubayed
Associate Professor in Machine Learning, Department of Computer Science, Durham University
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D2MOPSO: MOPSO based on Decomposition and Dominance with Archiving using Crowding Distance in Objective and Solution Spaces
N Al Moubayed, A Pertovski, J McCall
Evolutionary Computation 22 (1), 47-77, 2014
Simulating brain signals: Creating synthetic eeg data via neural-based generative models for improved ssvep classification
NKN Aznan, A Atapour-Abarghouei, S Bonner, JD Connolly, ...
2019 International joint conference on neural networks (IJCNN), 1-8, 2019
A novel smart multi-objective particle swarm optimisation using decomposition
N Al Moubayed, A Petrovski, J McCall
International Conference on Parallel Problem Solving from Nature, 1-10, 2010
On the classification of SSVEP-based dry-EEG signals via convolutional neural networks
NKN Aznan, S Bonner, J Connolly, N Al Moubayed, T Breckon
2018 IEEE international conference on systems, man, and cybernetics (SMC …, 2018
Exploring racial bias within face recognition via per-subject adversarially-enabled data augmentation
S Yucer, S Akçay, N Al-Moubayed, TP Breckon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
Face-based automatic personality perception
N Al Moubayed, Y Vazquez-Alvarez, A McKay, A Vinciarelli
Proceedings of the 22nd ACM international conference on Multimedia, 1153-1156, 2014
Type-2 diabetes mellitus diagnosis from time series clinical data using deep learning models
Z Alhassan, AS McGough, R Alshammari, T Daghstani, D Budgen, ...
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
Sms spam filtering using probabilistic topic modelling and stacked denoising autoencoder
N Al Moubayed, T Breckon, P Matthews, AS McGough
Artificial Neural Networks and Machine Learning–ICANN 2016: 25th …, 2016
On modality bias in the TVQA dataset.
T Winterbottom, S Xiao, A McLean, N Al Moubayed
British Machine Vision Conference, 2020
Signal generation for search-based testing of continuous systems
A Windisch, N Al Moubayed
2009 international conference on software testing, verification, and …, 2009
D 2 MOPSO: Multi-Objective Particle Swarm Optimizer Based on Decomposition and Dominance
N Al Moubayed, A Petrovski, J McCall
Evolutionary Computation in Combinatorial Optimization: 12th European …, 2012
Using variable natural environment brain-computer interface stimuli for real-time humanoid robot navigation
NKN Aznan, JD Connolly, N Al Moubayed, TP Breckon
2019 International Conference on Robotics and Automation (ICRA), 4889-4895, 2019
Stacked denoising autoencoders for mortality risk prediction using imbalanced clinical data
Z Alhassan, D Budgen, R Alshammari, T Daghstani, AS McGough, ...
2018 17th IEEE International Conference on Machine Learning and Applications …, 2018
Binary-SDMOPSO and its application in channel selection for brain-computer interfaces
N Al Moubayed, BAS Hasan, JQ Gan, A Petrovski, J McCall
2010 UK Workshop on Computational Intelligence (UKCI), 1-6, 2010
Measuring hidden bias within face recognition via racial phenotypes
S Yucer, F Tektas, N Al Moubayed, TP Breckon
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
Curvature-based feature selection with application in classifying electronic health records
Z Zuo, J Li, H Xu, N Al Moubayed
Technological Forecasting and Social Change 173, 121127, 2021
Data anonymization for pervasive health care: systematic literature mapping study
Z Zuo, M Watson, D Budgen, R Hall, C Kennelly, N Al Moubayed
JMIR medical informatics 9 (10), e29871, 2021
An exploration of dropout with rnns for natural language inference
A Gajbhiye, S Jaf, NA Moubayed, AS McGough, S Bradley
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
Agree to disagree: When deep learning models with identical architectures produce distinct explanations
M Watson, BAS Hasan, N Al Moubayed
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
Attack-agnostic adversarial detection on medical data using explainable machine learning
M Watson, N Al Moubayed
2020 25th International Conference on Pattern Recognition (ICPR), 8180-8187, 2021
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