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Machine Learning Algorithms to Detect Learning Tactics

Machine learning algorithms can be used to analyse the interactions occurring in learning environments to then adapt and personalise the experience to the learners. more...

Supervisor(s): Pardo, Abelardo (Dr)

Feature-Centric Content Analysis for Bioimaging Informatics

This study aims to develop novel algorithms for content analysis in microscopic images, such as segmentation of cell nuclei, detection of certain cell structures, and tracing of cel more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Design of Network Coding Schemes for Next Generation of Wireless Cellular Systems

With explosive growth of wireless networks and the Internet, network resource utilization becomes one of thecritical design issues. Network coding has emerged as a promising tool fo more...

Supervisor(s): Lin, Zihuai (Dr), Vucetic, Branka (Professor)

Genomic selection in the black tiger prawn (University of Sydney)

Future breeding programs for the black tiger prawn (Penaeus monodon) will require integration of genomic data to improve the efficiency of selection. The Holy Grail is to make selec more...

Supervisor(s): Khatkar, Mehar Singh (Dr), Thomson, Peter Campbell (Associate Professor)

FPGA-based low latency machine learning

This project involves the design of novel low-latency trading systems by combining FPGA hardware and machine learning. more...

Supervisor(s): Leong, Philip (Professor), Jin, Craig (Associate Professor), McEwan, Alistair (Professor)

Semantic Feature Description and Similarity Measurement for Large-scale Image Search

This project aims to design and develop new BOF-based approaches for medical image search on large-scale imaging databases. more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Neuroimaging Computing for Early Detection of Alzheimer’s Disease

The objective of this program is to investigate multi-modal neuroimaging data, especially the functional neuroimaging, to establish standardized computational methods for image-base more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

Visual Feature Extraction for Image Pattern Classification

This study aims to investigate the various techniques of image feature extraction, and to develop new methodologies for various applications in the medical imaging domain. more...

Supervisor(s): Cai, Tom Weidong (Associate Professor)

FPGA control of photonic systems

This project involves the design of novel control systems to improve the efficiency of photonic systems. more...

Supervisor(s): Leong, Philip (Professor)

Pain in Parkinson’s disease- clinical assessment and development of exercise-based management programs

This research aims to develop a clinical tool for the assessment and classification of pain in people with Parkinson's disease as well as explore exercise based interventions to ass more...

Supervisor(s): Allen, Natalie (Dr)