Research Interests
Research Groups
Publications, Grants and Awards
You can find all publications, grants and awards on their Find an Expert page.
Find an Expert
Current Postgraduate Supervision
| Name |
Thesis title |
| LuYi SHEN |
|
| Hanning CHEN |
|
Past Postgraduate Supervision
| Name |
Thesis title |
| Lizhong CHEN |
"Model selection and averaging by Gibbs sampler with a tropical cyclone seasonal forecasting application" |
| Benjamin HINES |
"Spatio-Temporal Analysis and Modelling for Australian Precipitation Trends" |
| Xianbin CAO |
"Statistical Models For Spatio-temporal Data Forecasting" |
Current MSc Students
| Name |
Project title |
| Bo GAO |
|
| Yuchen LIU |
|
| Anggara MEDIKA |
|
Past Honours & MSc Students
| Name |
Project title |
| Yiwen XU |
"Antarctica Temperature Time Series Analysis" |
| Di MENG |
"Analysis of Shenyang Air Pollution Data by Generalized Additive Models" |
| Xiao LIANG |
"Carlton house price prediction using Support Vector Regression" |
| Shuo LU |
"Forecasting of Tropical Cyclones in the Western Pacific Using Random Forest" |
| Hongliang CHEN |
"Tropical Cyclone Prediction via Artificial Neural Networks" |
| Fudi WANG |
"Carlton Housing Price Prediction using Regression Trees and Gradient Boosting Decision Trees" |
| Boyang CUI |
"A Convolutional Neural Network for Face Recognition Based on Tensorflow Platform" |
| Bun HAGIWARA |
"Prediction of tropical cyclone genesis using random forest and feature screening" |
| Qi ZHUANG |
"Investigating the effect of immune response on recovery time from influenza infection using statistical modeling" |
| Lina PAN |
"Modelling Sovereign Credit Ratings with Statistical Learning Methods" |
| Hao PAN |
"Forecasting pedestrian numbers in Melbourne using an LSTM model" |
| Jingyi ZHU |
"Analysis of Melbourne Pedestrian data with VAR and VECM" |
| Sune BOTHA |
"Two Series Forecasting: A Comparison Between Auto-Regressive Integrated Moving Average Model and Neural Networks" |
| Xiangyu LI |
"Traffic flow prediction with time series models and LSTMs" |
| Weitian ZHANG |
"A spatial lag model for forecasting long-term traffic flow based on built environment and demographic" |
| Andrew ZHANG |
"Credit default prediction with gradient boosting" |
| Qihan ZOU |
"Geostatistical Analysis of Metallicity in Galaxy NGC5236" |
Responsibilities