Student research projects

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133 Projects

Project namesort descending Area Theme
Footy Cyber Dreaming Machine Learning Intelligence
Graph Analytics Algorithms, Databases, Machine Learning Theory
Hardware synergistic algorithms Algorithms, High Performance Computing Computer Systems, Theory
Hazard detection for assisted and autonomous navigation Computer Vision, Machine Learning Information, Intelligence
HCI design of a web application for documenting Indigenous children’s vocabulary learning Human-Centred Computing
HCI design of digital and tangible technologies for environmentally-sustainable campus practices Human-Centred Computing
HCI design of tangible and social technologies for intergenerational language transmission and use over a distance Human-Centred Computing Intelligence
High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
Human action/pose synthesis and prediction Computer Vision, Machine Learning Information, Intelligence
Human fall detection in hospital settings. Computer Vision, Machine Learning Information, Intelligence
HypyDesygn: Combining artificial and human intelligence Databases, Machine Learning, Manufacturing, Software Engineering Computer Systems, Intelligence
Image segmentation Computer Vision, Machine Learning Information, Intelligence
Implementing an ethical AI framework Planning and Optimisation Intelligence
In-bed pose estimation analysis. Computer Vision, Machine Learning Information, Intelligence
Information Technology and the Propagation of Racism in the Australian Community Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Infrastructure and Techniques to Accelerate Operational Weather Codes on Next-generation Supercomputers High Performance Computing Computer Systems
Innovative Machine Intelligence and Cybersecurity Solutions to Safeguard the Patient Information Associated with a New Generation of Medical Devices Data Mining & Matching, Human-Centred Computing, Machine Learning, Networked Systems, Sensors, Signal Processing Computer Systems, Intelligence
Is that avatar really smiling or faking it? Human-Centred Computing Intelligence
Knowledge Bookmarks Data Mining & Matching, Knowledge Representation & Reasoning Information, Intelligence
Learning to track objects by synthesizing object tracks. Computer Vision, Machine Learning Information, Intelligence
Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
Logical Reasoning for Linked Data Databases, Logic, Machine Learning Theory
Machine Intelligence and Cybersecurity Solutions to Safeguard the people living with Multiple Sclerosis and Diabetes Computer Vision, High Performance Computing, Machine Learning Intelligence
Machine learning and 3D vision with Augmented Reality (AR) Computer Vision, Machine Learning Information, Intelligence
Machine learning and computer vision for underwater image enhancement Computer Vision, Machine Learning Information, Intelligence
Machine Learning Hyper-parameter Optimisation using Evolutionary Algorithms High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Machine Learning Hyper-parameter Optimisation using Semi-random Sequences High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Machine Learning-Based Performance Prediction of Big Data Applications on Future Hardware
Making 3D Scientific Applications Fault Tolerant High Performance Computing Computer Systems
Measuring the temperature-dependence of mobility in crystalline silicon under illumination Photovoltaics Energy, Materials
Multi-modal analysis of human behaviour Computer Vision, Machine Learning Information, Intelligence
Multi-modal data sources and few-shot learning in dermathology Computer Vision, Machine Learning Information, Intelligence
Multi-task semantic segmentation on medical images Computer Vision, Machine Learning Information, Intelligence
Multimodal systems for automated radiology report generation Computer Vision, Machine Learning Information, Intelligence
Musical instruments that play along: ML for music generation, interaction, and performance Human-Centred Computing, Machine Learning Intelligence
Natural Language Processing for Mental Health Machine Learning Intelligence
Natural Language Processing for Small Languages Machine Learning Intelligence
Nespresso + fashion Manufacturing Materials
Novel algorithms for exascale computational chemistry Algorithms, High Performance Computing, Software Engineering Computer Systems, Theory
Novel dataset applications Computer Vision, Machine Learning Information, Intelligence
Object co-segmentation Computer Vision, Machine Learning Information, Intelligence
Object detection and counting Computer Vision, Machine Learning Information, Intelligence
Object/scene affordance Computer Vision, Machine Learning Information, Intelligence
On the Foundations of Inductive Reasoning (FIR) Intelligent Agents, Machine Learning Intelligence
Open Relation Extraction Machine Learning Intelligence
Pathfinding for video games and warehouses Planning and Optimisation Intelligence
Pathway to a fully decarbonised energy future in Singapore Planning and Optimisation Energy
PhD Opportunity with Industry Collaboration Information
PhD project in Energy Analytics: Battery Storage and Grid Integration Program Signal Processing Energy
PhD Research Projects in Communications Communications Information

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