Browse by Aston Author

2022

Bird, Jordan J., Barnes, Chloe M., Manso, Luis J., Ekárt, Anikó and Faria, Diego R. (2022). Fruit quality and defect image classification with conditional GAN data augmentation. Scientia Horticulturae, 293 ,

2021

Bird, Jordan J., Ekárt, Anikó and Faria, Diego R. (2021). Chatbot Interaction with Artificial Intelligence:human data augmentation with T5 and language transformer ensemble for text classification. Journal of Ambient Intelligence and Humanized Computing ,

Dolopikos, Christos, Pritchard, Michael, Bird, Jordan J. and Faria, Diego R. (2021). Electromyography Signal-Based Gesture Recognition for Human-Machine Interaction in Real-Time Through Model Calibration. IN: Advances in Information and Communication - Proceedings of the 2021 Future of Information and Communication Conference, FICC. Arai, Kohei (ed.) Advances in Intelligent Systems and Computing . Virtual, Online: Springer.

Bird, Jordan J., Pritchard, Michael, Fratini, Antonio, Ekart, Aniko and Faria, Diego (2021). Synthetic Biological Signals Machine-generated by GPT-2 improve the Classification of EEG and EMG through Data Augmentation. IEEE Robotics and Automation Letters, 6 (2), pp. 3498-3504.

Bird, Jordan J, Faria, Diego R, Manso, Luis J, Ayrosa, Pedro Paulo Da Silva and Ekart, Aniko (2021). A study on CNN image classification of EEG Signals represented in 2D and 3D. Journal of Neural Engineering, 18 (2),

Bird, Jordan J., Faria, Diego R., Premebida, Cristiano, Ekart, Aniko and Vogiatzis, George (2021). Look and listen:A multi-modality late fusion approach to scene classification for autonomous machines. IN: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020. IEEE International Conference on Intelligent Robots and Systems . USA: IEEE.

Bird, Jordan James (2021). A Socially Interactive Multimodal Human-Robot Interaction Framework through Studies on Machine and Deep Learning. PHD thesis, Aston University.

Bird, Jordan J., Kobylarz, Jhonatan, Faria, Diego R., Ekart, Aniko and Ribeiro, Eduardo P. (2021). Cross-domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG. IEEE Access, 8 , pp. 54789-54801.

2020

Kobylarz, Jhonatan, Bird, Jordan J., Faria, Diego R., Ribeiro, Eduardo Parente and Ekárt, Anikó (2020). Thumbs up, thumbs down:non-verbal human-robot interaction through real-time EMG classification via inductive and supervised transductive transfer learning. Journal of Ambient Intelligence and Humanized Computing, 11 (12), pp. 6021-6031.

Bird, Jordan J., Barnes, Chloe M., Premebida, Cristiano, Ekárt, Anikó and Faria, Diego R. (2020). Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach. PLoS ONE, 15 (10),

Bird, Jordan J., Ekárt, Anikó and Faria, Diego R. (2020). British Sign Language Recognition via Late Fusion of Computer Vision and Leap Motion with Transfer Learning to American Sign Language. Sensors, 20 (18),

Bird, Jordan J., Wanner, Elizabeth, Ekárt, Anikó and Faria, Diego R. (2020). Optimisation of phonetic aware speech recognition through multi-objective evolutionary algorithms. Expert Systems with Applications, 153 ,

Faria, Diego R., Bird, Jordan J., Daquana, Cintia, Kobylarz, Jhonatan and Ayrosa, Pedro P.S. (2020). Towards ai-based interactive game intervention to monitor concentration levels in children with attention deficit. International Journal of Information and Education Technology, 10 (9), pp. 641-648.

Bird, Jordan, Ekárt, Anikó and Faria, Diego (2020). On the effects of pseudorandom and quantum-random number generators in soft computing. Soft computing, 24 , 9243–9256.

2019

Bird, Jordan, Faria, Diego, Manso, Luis J., Ekárt, Anikó and Buckingham, Christopher D (2019). A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction. Complexity, 2019 ,