Student research projects

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53 Projects

Project namesort descending Area Theme
***Available projects for S1 2021***
**NEW: Cognidius Projects S1 2021 - 3 more added**
Advanced Property-Based Testing Projects Software Engineering
AI for 3D Object and Terrain Modelling Human-Centred Computing, Machine Learning Intelligence
AI-Driven Game Customisation Human-Centred Computing Intelligence
Algorithms for Modal Types Logic, Programming Language Systems Theory
Architecture-Independent Workload Characterization to Support Benchmark Consistency High Performance Computing Computer Systems
Automated Reasoning for Situational Awareness Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Computer Systems
Computational Alloy Design and Discovery Machine Learning Materials
Computer vision for corrosion detection Machine Learning Information
Context-aware document analysis Data Mining & Matching Intelligence
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation Planning and Optimisation Intelligence
Federated Learning for Competitive Collaboration Algorithms, Machine Learning Computer Systems, Intelligence
Footy Cyber Dreaming Machine Learning Intelligence
Gameful Design and Gamification Human-Centred Computing Computer Systems
Hardware synergistic algorithms Algorithms, High Performance Computing Computer Systems, Theory
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-AI Teaming in Games Human-Centred Computing Intelligence
Human-Swarm Interaction in Games/VR Human-Centred Computing, Intelligent Agents, Robotics Intelligence
HypyDesygn: Combining artificial and human intelligence Databases, Machine Learning, Manufacturing, Software Engineering Computer Systems, Intelligence
Improving search engine efficiency with emerging memory and storage Software Engineering Computer Systems
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
Interpretable Clustering using Distance-based Feature Importance Profiles High Performance Computing, Machine Learning Information, Intelligence
Knowledge Graph Modelling Data Mining & Matching Intelligence
Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
Machine Learning Hyper-parameter Optimisation using Semi-random Sequences High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
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
Novel algorithms for exascale computational chemistry Algorithms, High Performance Computing, Software Engineering Computer Systems, Theory
On the Foundations of Inductive Reasoning (FIR) Intelligent Agents, Machine Learning Intelligence
Open Relation Extraction Machine Learning Intelligence
Optimizing a Parallel Boolean SAT(isfiability) Solver High Performance Computing Computer Systems
Phylogenetic inference in the genomic era Algorithms, High Performance Computing, Software Engineering Theory
Procedural Generation and Co-Creation of Game Content Human-Centred Computing, Machine Learning Intelligence
Production of sustainable cement Manufacturing Materials
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems Planning and Optimisation Intelligence
Real-time Extensible English Language Racism Monitor and Research Tool Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Robustification of Materials Informatics High Performance Computing, Machine Learning, Manufacturing, Nanomaterials Intelligence, Materials
SAT-based Planning Using Split Representations: Quantifying the Separation Planning and Optimisation Intelligence
Saving Endangered Languages Machine Learning Intelligence
Secret sharing: an application to multi-factor encryption Logic, Programming Language Systems Computer Systems, Theory
Self-Monitoring of 3D Printing Performance using Machine Learning Machine Learning, Manufacturing, Signal Processing, Software Engineering Intelligence
Self-scaling machine learning for high performance computing High Performance Computing, Machine Learning Computer Systems, Intelligence
Short-term solar energy forecasting from sky video sequences Computer Vision Information
Sustainable Materials Design using Machine Learning Machine Learning, Manufacturing, Planning and Optimisation Energy, Information, Intelligence, Materials
Towards Better Images of the Universe Machine Learning Intelligence

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