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Student research projects

Area

Degree types

59 Projects

Project name	Area	Theme
Async-Sync Learning System	Human-Centred Computing	Information
NEW Assurance of Self-driving Cars	Machine Learning, Planning and Optimisation	Intelligence
NEW High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
NEW How to enable robots to use tools	Machine Learning, Planning and Optimisation, Robotics	Intelligence
NEW Learning, Representing and Exploiting Sequential Nogoods in Planning	Planning and Optimisation	Intelligence
NEW Planning to Listen: Using Audio Feedback for Complex Manipulation Tasks under Uncertainty	Machine Learning, Planning and Optimisation, Robotics	Intelligence
3D Interaction Techniques for Immersive Data Engagement (May or may not run in 2020)	Computer Vision, Human-Centred Computing, Machine Learning	Computer Systems
Accelerating radiological path length calculations for intensity modulated radiotherapy treatments using parallel processing	Algorithms, Human-Centred Computing, Software Engineering	Computer Systems, Intelligence
Advanced Smart Buildings with Internet-of-Things and Privacy-Preserving Optimization	Data Mining & Matching, Human-Centred Computing, Networked Systems, Planning and Optimisation	Energy, Intelligence
Advancing strategic game AI in the StarCraft II AI research environment	Human-Centred Computing, Intelligent Agents, Machine Learning, Software Engineering	Computer Systems, Intelligence
Algorithms for Modal Types	Logic, Programming Language Systems	Theory
An Intelligent Learning Framework based on Knowledge Graphs	Databases, Intelligent Agents, Machine Learning	Theory
Analysis/mining of video game reviews	Algorithms, Data Mining & Matching, Human-Centred Computing, Machine Learning, Software Engineering	Computer Systems, Intelligence
Analyzing Machine Learning Workloads on Contemporary Processors	High Performance Computing, Machine Learning	Computer Systems
Automated Reasoning for Situational Awareness	Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation	Computer Systems
Blockchain-based Decentralized Autonomous Organizations	Algorithms, Networked Systems	Computer Systems, Theory
Chapel on Accelerators	High Performance Computing	Computer Systems
Collaborative Computer Graphics Imaging for Augmented Scientific Discovery (May or may not run in 2020)	Computer Vision, Human-Centred Computing, Machine Learning	Computer Systems
Computational Alloy Design and Discovery	Machine Learning	Materials
Counter example guided planning in uncertain environments	Planning and Optimisation	Intelligence
Dark Patterns and Manipulative Design in Games	Human-Centred Computing	Computer Systems
Diagnosis of Hybrid Systems with Model-Checkers	Planning and Optimisation	Intelligence
Discovering Inconsistent Data in a Dynamic World	Algorithms, Data Mining & Matching, Databases	Theory
Dynamic Knowledge Tracing	Knowledge Representation & Reasoning, Machine Learning
Entity Resolution: From Similarity to Patterns	Data Mining & Matching, Databases, Machine Learning	Theory
Evolutionary music making	Human-Centred Computing, Machine Learning	Computer Systems, Intelligence
Extending a State-of-the-art Parallel Communication Algorithm	High Performance Computing	Computer Systems
Facial Expression Recognition in Video Games	Computer Vision, Human-Centred Computing, Machine Learning	Computer Systems, Intelligence
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation	Planning and Optimisation	Intelligence
Footy Cyber Dreaming	Machine Learning	Intelligence
Formally Verified Vote Counting: The case of Fractional Transfer Values	Logic	Theory
Gameful Design and Gamification	Human-Centred Computing	Computer Systems
Graph Analytics	Algorithms, Databases, Machine Learning	Theory
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
Logical Reasoning for Linked Data	Databases, Logic, Machine Learning	Theory
Machine learning for video and image understanding	Computer Vision, Intelligent Agents, Machine Learning	Intelligence
Making 3D Scientific Applications Fault Tolerant	High Performance Computing	Computer Systems
Musical instruments that play along: ML for music generation, interaction, and performance	Human-Centred Computing, Machine Learning	Intelligence
Naturla Language Procesing for Mental Health	Machine Learning	Intelligence
New Interfaces for Musical Expression	Audio & Acoustic Signal Processing, Human-Centred Computing, Sensors	Computer Systems
Objective Measurement in Return-To-Sport following Anterior Cruciate Ligament Reconstruction	Intelligent Agents	Intelligence
On the Foundations of Inductive Reasoning (FIR)	Intelligent Agents, Machine Learning	Intelligence
Open Relation Extraction	Machine Learning	Intelligence
Peer-to-peer Sharing Economy for Energy and Transportation in Smart Cities	Algorithms, Data Mining & Matching, Energy Storage, Intelligent Agents, Machine Learning, Planning and Optimisation	Energy, Intelligence, Theory
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems	Planning and Optimisation	Intelligence
Redirection for Pathfinding based on Compressed Path Database	Planning and Optimisation	Intelligence
Reinforcing Trial-based Heuristic Tree Search with Neural Networks	Planning and Optimisation
Resilient Programming Models for One-Sided Communications	High Performance Computing, Programming Language Systems	Computer Systems

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