Alistair McEwan


NameAlistair McEwan
Job titleHead of Discipline of Computing
Research instituteCollege of Science and Engineering

Research outputs

A Multi-Dataset Characterization of Window-based Hyperparameters for Deep CNN-driven sEMG Pattern Recognition

Kulwa, F., Zhang, H., Samuel, O., Asogbon, M., Scheme, E., Kushaba, R., McEwan, A. and Li, G. 2023. A Multi-Dataset Characterization of Window-based Hyperparameters for Deep CNN-driven sEMG Pattern Recognition. IEEE Transactions on Human-Machine Systems. pp. 1-12. https://doi.org/10.1109/THMS.2023.3329536

An Attention-based Bidirectional LSTM Model for Continuous Cross-subject Estimation of Knee Joint Angle during Running from sEMG Signals

Zangene, A., Samuel, O., Abbasi, A., Nazarpour, K., McEwan, A. and Li, G. 2023. An Attention-based Bidirectional LSTM Model for Continuous Cross-subject Estimation of Knee Joint Angle during Running from sEMG Signals. 45th Annual International Conference of the IEEE, Engineering in Medicine and Biology Society. IEEE. https://doi.org/10.1109/EMBC40787.2023.10340791

Enhanced Deep Transfer Learning Model based on Spatial-Temporal driven Scalograms for Precise Decoding of Motor Intent in Stroke Survivors

Samuel, O., Asogbon, M., Kulwa, F., Zangene, A., Oyemakinde, T., Igbe, T., McEwan, A., Li, Y. and Li, G. 2023. Enhanced Deep Transfer Learning Model based on Spatial-Temporal driven Scalograms for Precise Decoding of Motor Intent in Stroke Survivors. 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE. https://doi.org/10.1109/EMBC40787.2023.10340683

An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running

Zangene, A. R., Samuel, O., Abbasi, A., McEwan, A., Asogbon, M. G., Li, G. and Nazarpour, K. 2023. An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running. Biomedical Signal Processing and Control. 86 (B), pp. 1-12. https://doi.org/10.1016/j.bspc.2023.105103

A systematic literature review of machine learning applications for community-acquired pneumonia

Lozano-Rojas, Daniel, Free, Robert C., McEwan, Alistair A. and Woltmann, Gerrit 2021. A systematic literature review of machine learning applications for community-acquired pneumonia. in: Lecture Notes in Electrical Engineering Springer.

Blessing of dimensionality at the edge and geometry of few-shot learning

Tyukin, Ivan Y., Gorban, Alexander N., McEwan, Alistair A., Meshkinfamfard, Sepehr and Tang, Lixin 2021. Blessing of dimensionality at the edge and geometry of few-shot learning. Information Sciences. 564, pp. 124-143. https://doi.org/10.1016/j.ins.2021.01.022

Bringing the Blessing of Dimensionality to the Edge

Tyukin, Ivan Y., Gorban, Alexander N, McEwan, Alistair and Meshkinfamfard, Sepehr 2019. Bringing the Blessing of Dimensionality to the Edge. IEEE. https://doi.org/10.1109/iciai.2019.8850825
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