Student research projects

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83 Projects

Project namesort descending Area Theme
*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
Applying the mixture density recurrent neural network Machine Learning Intelligence
Automated Reasoning for Security Protocol Analysis Logic, Programming Language Systems Computer Systems, Theory
Automated Reasoning for Situational Awareness Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Computer Systems
BE Honours and Master Projects in Communications Communications Information
Blockchain-based Decentralized Autonomous Organizations Algorithms, Networked Systems Computer Systems, Theory
Chapel on Accelerators High Performance Computing Computer Systems
Cognitive Load Assessment Human-Centred Computing Intelligence
Cognitive Load Measurement for Visualisations Human-Centred Computing Intelligence
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
Deep learning for facial expression and/or emotion recognition Computer Vision Computer Systems
Design and Analysis of 5+ and 6G Communications Systems Communications Information
Design and Analysis of Molecular Communications Systems Communications Information
Designing low loss receivers for concentrated solar power plants using photonics Energy
Development of efficient and stable perovskite-silicon tandem solar modules Photovoltaics Energy, Fabrication, Materials
Development of multilayer deposition and micro-texturing techniques for scalable CSP absorbers Composite Materials, Manufacturing, Micro & Nano Systems, Nanomaterials, Optical Devices, Solar Thermal Energy, Fabrication, Materials
Diagnosis of Hybrid Systems with Model-Checkers Planning and Optimisation Intelligence
Discovering Inconsistent Data in a Dynamic World Algorithms, Data Mining & Matching, Databases Theory
Discriminating real from machine-learning generated music Machine Learning Intelligence
Distinguishing between Real and Posed Smiles from Observers’ Physiological Features Human-Centred Computing Intelligence
Dynamic Knowledge Tracing Knowledge Representation & Reasoning, Machine Learning
Electromagnetic modelling of light trapping by a micro-textured solar absorber Micro & Nano Systems, Optical Devices, Solar Thermal Energy, Materials, Theory
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 Machine Learning 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

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