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.

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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