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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)

Medical Image Analysis with Machine Learning Techniques

Develop artificial intelligence for computer-assisted diagnosis from medical scans. more...

Supervisor(s): Zhou, Luping (Dr)

Data-intensive solutions for medical technologies

This project aims at developing advanced solutions in software for processing medical data, addressing the issue of less or no labelled data. more...

Supervisor(s): Kavehei, Omid (Dr)

Inferring the dimensionality of dynamical systems automatically using machine learning

This research will develop methods to infer the dimensionality of a dynamical system automatically, by adapting dimensionality reduction methods to high-dimensional time-series feat 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)

UNVEILING DRIVERS AND FUTURE SCENARIOS OF THE CARBON FOOTPRINT OF GLOBAL TOURISM

This project will employ multi-region input-output analysis (Isard 1951; Leontief 1953), structural decomposition analysis and a comprehensive global database (Lenzen et al. 2012; more...

Supervisor(s): Malik, Arunima (Dr), Lenzen, Manfred (Professor)

Brain Structural Connectomics and Tractographic Performance in Ultra-High Resolution Diffusion Imaging

Sydney Translational Imaging Laboratory (STIL) have an opportunity for a PhD student to investigate the structure of the brain's white matter fibres at a previously unseen level of more...

Supervisor(s): Grieve, Stuart (Professor)

ASSESSING THE SUSTAINABILITY OF GLOBAL TOURISM FROM SOCIAL, ENVIRONMENTAL AND ECONOMIC PERSPECTIVES

This project will employ multi-region input-output analysis (Isard 1951; Leontief 1953) and a comprehensive global database (Lenzen et al. 2012a; Lenzen et al. 2013; Lenzen et al. 2 more...

Supervisor(s): Malik, Arunima (Dr), Lenzen, Manfred (Professor)

REBOUND EFFECTS AND ADDITIONALITY IN CARBON FOOTPRINTS OF GLOBAL TOURISM

This project will employ multi-region input-output analysis (Isard 1951; Leontief 1953) and a comprehensive global database (Lenzen et al. 2012; Lenzen et al. 2013; Lenzen et al. 20 more...

Supervisor(s): Lenzen, Manfred (Professor), Malik, Arunima (Dr)

Low-power Intelligent Bio-Signal Processing

This project aims at developing a responsive implant that is making decisions based on smart bio-signal processing. more...

Supervisor(s): Kavehei, Omid (Dr)