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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)

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)

Backscatter Communications for Green Internet of Things

The internet-of-things (IoT) is becoming an essential technology to support the revolution of various vertical sectors, such as agriculture, industry, energy, healthcare, and transp more...

Supervisor(s): Liang, Ying-Chang (Professor)

Cognitive Radio for for Green Internet of Things

The internet-of-things (IoT) is becoming an essential technology to support the revolution of various vertical sectors, such as agriculture, industry, energy, healthcare, and transp more...

Supervisor(s): Liang, Ying-Chang (Professor)

Advanced orchard mapping systems using robotics, sensing and perception

The aim of the project is to research and develop intelligent orchard mapping systems that provide timely, high resolution data to support farm management. more...

Supervisor(s): Underwood, James (Dr)

Advanced sensor and data analytics in pasture-based dairy systems

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 individua more...

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

Neuromuscular Mechanisms Underlying Poor Recovery following Head/Neck Trauma

My laboratory investigates the neuromuscular mechanisms underlying the transition from acute to chronic pain following musculoskeletal trauma (generally) and head/neck trauma (speci more...

Supervisor(s): Elliott, James (Professor)

Harnessing Data for Better Health – Triangulating the patient’s pain experience

My laboratory investigates the neuromuscular mechanisms underlying the transition from acute to chronic pain following musculoskeletal trauma (generally) and head/neck trauma (speci more...

Supervisor(s): Elliott, James (Professor)

Predictors and mediators of swallowing and voice deficits following whiplash trauma: Is it biology or psychology?

My laboratory investigates the neuromuscular mechanisms underlying the transition from acute to chronic pain following musculoskeletal trauma (generally) and head/neck trauma (speci more...

Supervisor(s): Elliott, James (Professor)

New technologies for detecting, counting and identifying pollinators in the field

This project will leverage advances in image processing and machine learning to develop new techniques for high throughput sampling of pollinator populations in crops.  Th more...

Supervisor(s): Latty, Tanya (Dr)