Your Search Results

Time-series biomarkers of neurological disorders

This research will develop a new machine learning framework for finding and quantifying patterns of brain dynamics that distinguish patients with brain disorders from healthy contro more...

Supervisor(s): Fulcher, Ben (Dr)

Semi-parametric estimation of Autoregressive Conditional Duration (ACD) models

Method of Maximum Likelihood (ML) is used to estimate ACD model parameters. Estimating Function (EF) is a popular semi-parametric approach in time series modelling. This project dev more...

Supervisor(s): Peiris, Shelton (Associate Professor)

Bayesian deep learning for incomplete information

This project will feature a synergy of deep learning, modular and multi-task learning with Bayesian methods to address the problem of decision making given incomplete information. more...

Supervisor(s): Cripps, Sally (Professor), Chandra, Rohitash (Dr)

Do hydrological models cope with complex Australian catchments?

Climate change and rapid land use change has forced a rethink on hydrological models. Non-stationarity (where trends in time-series are non-linear or non-uniform) is now the norm, a more...

Supervisor(s): Vervoort, Willem (Associate Professor), Bishop, Thomas (Associate Professor), Van Ogtrop, Floris (Dr)

REGIONAL ECONOMIC DYNAMICS IN CHINA AND WHAT THEY MEAN FOR SUSTAINABILITY

This project will employ structural decomposition analysis and a comprehensive Chinese database (Wang et al. 2015; Wang 2017) to analyse changes in China’s economic structure more...

Supervisor(s): Malik, Arunima (Dr)

CONNECTING NUTRITIONAL GEOMETRY WITH SUSTAINABLE DEVELOPMENT

The project will deal with connecting nutritional geometry principles developed by Profs Stephen Simpson and David Raubenheimer at the Charles Perkins Centre of the University of Sy more...

Supervisor(s): Lenzen, Manfred (Professor)

Exploring the complexity of complex (mega) projects

Owing to unexpected emerging behaviour, interdependencies among participating stakeholders and wider scope, today's projects are becoming more complex. Understanding the complex nat more...

Supervisor(s): Uddin, Shahadat (Dr)

Travel Behaviour Over Time

The Bureau of Transport Statistics of Transport for NSW has conducted an annual Household Travel Survey since 1997 and historically in 1991 and 1981 as a Home Interview Survey. This more...

Supervisor(s): Levinson, David (Professor)

Moderator Assistant and Cybermate: Engineering systems to support mental health

Helping participants of online communities thrive, support their pro-social behaviours and duty-of-care are challenging tasks. This is particularly difficult in the online peer supp more...

Supervisor(s): Calvo, Rafael A. (Associate Professor)

Predictive disease modelling using Big data analytics and Complex network methods

This research project aims to mine administrative claim dataset to develop predictive models for individual chronic disease as well as for the comorbidity of multiple chronic diseas more...

Supervisor(s): Uddin, Shahadat (Dr)