Student research projects

Leave blank for all. Otherwise, the first selected term will be the default instead of "Any".

86 Projects

Project namesort descending Area Theme
100% renewable electricity in a Sunbelt country/state Planning and Optimisation Energy
Accelerating radiological path length calculations for intensity modulated radiotherapy treatments using parallel processing Algorithms, Human-Centred Computing, Software Engineering Computer Systems, Intelligence
Advanced Property-Based Testing Projects Software Engineering
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
Analysis/mining of video game reviews Algorithms, Data Mining & Matching, Human-Centred Computing, Machine Learning, Software Engineering Computer Systems, Intelligence
Applying the mixture density recurrent neural network Machine Learning Intelligence
Architecture and Data Structure Aware Linear Algebra Algorithms, High Performance Computing, Machine Learning Computer Systems, Intelligence
Atomically thin opto-electronic devices (LED, solar cells) and/or mechanical devices based on novel two dimensional nano-materials
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
Building Computational Model for Emphatic Avatars/Robots Human-Centred Computing, Machine Learning, Robotics Intelligence
Cognitive Load Measurement for Visualisations Human-Centred Computing Intelligence
Computational Alloy Design and Discovery Machine Learning Materials
Computer vision for corrosion detection Machine Learning Information
Data augmentation and dimension reduction methods for the physical sciences and engineering Data Mining & Matching, Knowledge Representation & Reasoning, Machine Learning Information, Intelligence, Materials
Deep learning for facial expression and/or emotion recognition Computer Vision Computer Systems
Design and Analysis of 5+ and 6G Communications Systems Communications Information
Development of efficient and stable perovskite-silicon tandem solar modules Photovoltaics 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
Energy arbitrage model for pumped hydro and battery storage systems Energy Storage Energy
Engineers Without Borders 30+ Projects available
Entity Resolution: From Similarity to Patterns Data Mining & Matching, Databases, Machine Learning Theory
Evolutionary music making Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Facial Expression Recognition from Masked Faces Computer Vision, Machine Learning Intelligence
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation Planning and Optimisation Intelligence
Federated Learning for Competitive Collaboration Algorithms, Machine Learning Computer Systems, Intelligence
Flexible and wearable sensors
Footy Cyber Dreaming Machine Learning Intelligence
Graph Analytics Algorithms, Databases, Machine Learning Theory
Hardware synergistic algorithms Algorithms, High Performance Computing Computer Systems, Theory
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
HypyDesygn: Combining artificial and human intelligence Databases, Machine Learning, Manufacturing, Software Engineering Computer Systems, Intelligence
Implementing an ethical AI framework Planning and Optimisation 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
Knowledge Bookmarks Data Mining & Matching, Knowledge Representation & Reasoning Information, Intelligence
Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
Locating Vital Thoraco-Abdominal Organs for Body Armour Design: Converting MRI to CT using Convolutional Neural Networks
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 Hyper-parameter Optimisation using Evolutionary Algorithms High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials

Pages

Updated:  1 June 2019/Responsible Officer:  Dean, CECS/Page Contact:  CECS Marketing