Noura Al Moubayed
Noura Al Moubayed
Assistant Professor in Machine Learning, Department of Computer Science, Durham University
Verified email at dur.ac.uk - Homepage
TitleCited byYear
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
722014
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
652010
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
232014
D 2 MOPSO: Multi-Objective Particle Swarm Optimizer Based on Decomposition and Dominance
N Al Moubayed, A Petrovski, J McCall
European Conference on Evolutionary Computation in Combinatorial …, 2012
212012
Signal generation for search-based testing of continuous systems
A Windisch, N Al Moubayed
2009 international conference on software testing, verification, and …, 2009
212009
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
152010
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
112018
Sms spam filtering using probabilistic topic modelling and stacked denoising autoencoder
N Al Moubayed, T Breckon, P Matthews, AS McGough
International Conference on Artificial Neural Networks, 423-430, 2016
102016
Temporal white-box testing using evolutionary algorithms
N Al Moubayed, A Windisch
2009 International Conference on Software Testing, Verification, and …, 2009
102009
Clustering-based leaders’ selection in multi-objective particle swarm optimisation
N Al Moubayed, A Petrovski, J McCall
International Conference on Intelligent Data Engineering and Automated …, 2011
72011
Multi-objective optimisation of cancer chemotherapy using smart pso with decomposition
N Al Moubayed, A Petrovski, J McCall
2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision …, 2011
52011
Type-2 diabetes mellitus diagnosis from time series clinical data using deep learning models
Z Alhassan, AS McGough, R Alshammari, T Daghstani, D Budgen, ...
International Conference on Artificial Neural Networks, 468-478, 2018
42018
An exploration of dropout with rnns for natural language inference
A Gajbhiye, S Jaf, N Al Moubayed, AS McGough, S Bradley
International Conference on Artificial Neural Networks, 157-167, 2018
42018
Continuous presentation for multi-objective channel selection in brain-computer interfaces
N Al Moubayed, BAS Hasan, JQ Gan, A Petrovski, J McCall
2012 IEEE Congress on Evolutionary Computation, 1-7, 2012
42012
Using machine learning in trace-driven energy-aware simulations of high-throughput computing systems
AS McGough, N Al Moubayed, M Forshaw
Proceedings of the 8th ACM/SPEC on International Conference on Performance …, 2017
32017
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
22019
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
22018
Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
NKN Aznan, A Atapour-Abarghouei, S Bonner, J Connolly, NA Moubayed, ...
arXiv preprint arXiv:1901.07429, 2019
12019
Enhanced detection of movement onset in eeg through deep oversampling
N Al Moubayed, BAS Hasan, AS McGough
2017 International Joint Conference on Neural Networks (IJCNN), 71-78, 2017
12017
Multi-objective particle swarm optimisation: methods and applications.
N Al Moubayed
Robert Gordon University, 2014
12014
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Articles 1–20