Your Search Results

Highly comparative time-series analysis

This research involves developing new methods for time-series analysis based on a new analytic framework for understanding structure in time series. more...

Supervisor(s): Fulcher, Ben (Dr)

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)

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)

Machine learning and optimisation for modelling coral reef evolution

Globally, coral reef systems are under threat from major changes in environmental parameters (e.g. sea level, sea surface temperature, pH and water quality). Forward Forward Stratig more...

Supervisor(s): Webster, Jody (Professor), Chandra, Rohitash (Dr), Salles, Tristan (Dr)

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)

Investigating the impacts of visual arts on primary chronic pain

This project consists of a series of studies investigating the physiological, social and psychological impacts of visual arts on patients with chronic pain. more...

Supervisor(s): Pourkazemi, Fereshteh (Dr), McKay, Marnee (Dr)

Investigating the impact of pain after the first ankle on development of chronic ankle instability

This project consists of a series of longitudinal studies investigating the impact of pain on development of chronic ankle instability after an index (first) ankle sprain. more...

Supervisor(s): Pourkazemi, Fereshteh (Dr), Hiller, Claire (Dr)

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)

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)

Remote monitoring solutions for beef cattle welfare and productivity

The focus of this PhD will be to develop and evaluate innovative methods to capture, analyse and optimise data derived from a range of technologies and sensors to optimise beef catt more...

Supervisor(s): Clark, Cameron Edward Fisher (Associate Professor), Garcia, Sergio (Yani) (Professor)