Summary
Dr Yongqiang Cheng specialises in digital healthcare, robotics, AI, embedded systems, WSN, networking and data science.
His current research focuses are smart system and digital health, including ambient living robotics and non-invasive healthcare devices with predictive analysis on the collected data.
Dr Cheng holds a world-class research track record of working / leading on more than 15 projects, including TSB SINCBAC (£2M) and EU FP7 SANDRA (Euro 23.9M).
He has also produced 50+ papers for leading international journals and highly prestigious conferences.
Dr Cheng has three years' experience of telecom industrial work and 18 years of programming.
Journal Article
Interpretable emotion recognition using EEG signals
Qing, C., Qiao, R., Xu, X., & Cheng, Y. (2019). Interpretable emotion recognition using EEG signals. IEEE access : practical innovations, open solutions, 7, 94160-94170. https://doi.org/10.1109/access.2019.2928691
DMP_MI: an effective diabetes mellitus classification algorithm on imbalanced data with missing values
Wang, Q., Cao, W., Guo, J., Ren, J., Cheng, Y., & Davis, D. N. (2019). DMP_MI: an effective diabetes mellitus classification algorithm on imbalanced data with missing values. IEEE access : practical innovations, open solutions, 7, 102232-102238. https://doi.org/10.1109/access.2019.2929866
A nine months follow-up study of hemodynamic effect on bioabsorbable coronary stent implantation
Lan, Y., Zhou, Y., Lu, Y., Wang, H., Liu, Q., Ng, E. Y. K., …Che, W. (2019). A nine months follow-up study of hemodynamic effect on bioabsorbable coronary stent implantation. IEEE access : practical innovations, open solutions, 7, 112564-112571. https://doi.org/10.1109/access.2019.2934155
Ensemble MultiBoost Based on RIPPER Classifier for Prediction of Imbalanced Software Defect Data
He, H., Zhang, X., Wang, Q., Ren, J., Liu, J., Zhao, X., & Cheng, Y. (2019). Ensemble MultiBoost Based on RIPPER Classifier for Prediction of Imbalanced Software Defect Data. IEEE access : practical innovations, open solutions, 7, 110333-110343. https://doi.org/10.1109/access.2019.2934128
Research interests
digital healthcare, robotics, AI, embedded systems, WSN, networking and data science.
Postgraduate supervision
Dr Chgeng welcomes PhD applications in digital healthcare, machine learning, robotics/flying robots, AI, embedded systems, WSN, data science.