Ewch i’r prif gynnwys
 Mingzhe Shi

Mingzhe Shi

Myfyriwr ymchwil, Ysgol Busnes Caerdydd

Mae'r cynnwys hwn ar gael yn Saesneg yn unig.

Trosolwg

Mingzhe is currently a PhD student at Cardiff Business School. He has also achieved a Master of Science degree in Logistics and Operations Management from Cardiff University. 


During his master's studies, Mingzhe attended a live project at Cardiff University called "Anticipating special events in ambulance forecasting."


Several tasks were completed during this live project:



  • Create a daily forecast to Health Board level using R.

  • Forecasting expected patient demand, including special events forecasting and a recommendation on what forecasting model to use.


Supervision team


Mingzhe is supervised by Dr. Bahman Rostami-Tabar and Professor Daniel Gartner.


The following are links to their respective websites:


Bahman Rostami-Tabar


Daniel Gartner


Ymchil

Diddordebau ymchwil

Research interests


My research interests are in applying different time-series forecasting methods in healthcare services, optimization and machine learning applied to unscheduled care services.


Traethawd ymchwil

Improving the unscheduled planning in urgent and emergency care: Using predictive modeling to deliver quality care

Research objectives


My study seeks to improve the efficiency of unplanned care by identifying sources of uncertainty, building a precise and reliable forecasting framework appropriate for decision-making, and detecting potential crowding characteristics.


We aim to 

Goruchwyliaeth

alt

Dr Bahman Rostami-Tabar

Reader in Management Science and Business Analytics

Photograph of Daniel Gartner

Yr Athro Daniel Gartner

Professor of Operational Research