Publications, Grants and Awards
You can find all publications, grants and awards on their Find an Expert page.
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Past Postgraduate Supervision
||"Statistical Models For Spatio-temporal Data Forecasting"
||"Model selection and averaging by Gibbs sampler with a tropical cyclone seasonal forecasting application"
||"Spatio-Temporal Analysis and Modelling for Australian Precipitation Trends"
Past Honours & MSc Students
||"Two Series Forecasting: A Comparison Between Auto-Regressive Integrated Moving Average Model and Neural Networks"
||"Tropical Cyclone Prediction via Artificial Neural Networks"
||"A Convolutional Neural Network for Face Recognition Based on Tensorflow Platform"
||"Prediction of tropical cyclone genesis using random forest and feature screening"
||"Traffic flow prediction with time series models and LSTMs"
||"Carlton house price prediction using Support Vector Regression"
||"Forecasting of Tropical Cyclones in the Western Pacific Using Random Forest"
||"Analysis of Shenyang Air Pollution Data by Generalized Additive Models"
||"Forecasting pedestrian numbers in Melbourne using an LSTM model"
||"Modelling Sovereign Credit Ratings with Statistical Learning Methods"
||"Carlton Housing Price Prediction using Regression Trees and Gradient Boosting Decision Trees"
||"Antarctica Temperature Time Series Analysis"
||"A spatial lag model for forecasting long-term traffic flow based on built environment and demographic"
||"Analysis of Melbourne Pedestrian data with VAR and VECM"
||"Investigating the effect of immune response on recovery time from influenza infection using statistical modeling"