Dr Susan WEI
Lecturer / ARC DECRA
School of Mathematics and Statistics
- Room: 109 OGS
- Building: Old Geology South
- Campus: Parkville
Research Interests
- Statistical inference for big data
- Machine Learning
- Data Science
Research Groups
Recent Publications
Nathaniel J Bloomfield, S. WEI, Bartholomew A Woodham, Peter Wilkinson, A. Robinson, B A. Woodham. Automating the assessment of biofouling in images using expert agreement as a gold standard.. Scientific reports, 11, 2739, 2021. doi: 10.1038/s41598-021-81011-2.
Phuong D Ngo, S. WEI, Anna Holubova, Jan Muzik, Fred Godtliebsen, A Holubová. Control of Blood Glucose for Type-1 Diabetes by Using Reinforcement Learning with Feedforward Algorithm.. Computational and mathematical methods in medicine, 2018, 4091497-8, 2018. doi: 10.1155/2018/4091497.
JN Myhre, IK Launonen, S. WEI, F Godtliebsen. Controlling blood glucose levels in patients with type 1 diabetes using fitted q-iterations and functional features. IEEE International Workshop on Machine Learning for Signal Processing, MLSP, 2018-September, 1-6, 2018. doi: 10.1109/MLSP.2018.8516946.
PD Ngo, S. WEI, A Holubová, J Muzik, F Godtliebsen, Anna Holubova. Reinforcement-learning optimal control for type-1 diabetes. 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018, 2018-January, 333-336, 2018. doi: 10.1109/BHI.2018.8333436.
S. WEI, Michael R Kosorok. The change-plane Cox model. Biometrika, 105, 891-903, 2018. doi: 10.1093/biomet/asy050.
Current Postgraduate Supervision
| Name | Thesis title |
|---|---|
| Hui LI |
Current MSc Students
| Name | Project title |
|---|---|
| Yiran QUAN | |
| Yijing YANG | |
| Yaoyao ZHU |
Committees
- Diversity and Inclusion
- Engagement and Publicity Committee
- UGS Committee