QUT offers a diverse range of student topics for Honours, Masters and PhD study. Search to find a topic that interests you or propose your own research topic to a prospective QUT supervisor. You may also ask a prospective supervisor to help you identify or refine a research topic.
Found 157 matching student topics
Displaying 25–36 of 157 results
Natural disaster (landslide, earthquake) mitigation using remote sensing, geophysics, and site monitoring
Extreme weather events can exacerbate slope and dam stability issues. Risk mitigation, stabilisation works, and engineered solutions to slope or dam failure require detailed site and subsurface characterisation – generally undertaken after a failure, but often resulting in unacceptable delays to remediation, impacting communities, transport, and water resources.This project will develop pre-emptive risk mitigation measures for at-risk sites, utilising remote sensing, geophysical, and monitoring approaches.
- Study level
- PhD, Master of Philosophy, Honours
- Faculty
- Faculty of Science
- School
- School of Earth and Atmospheric Sciences
Explainability of outlier detection methods
Outliers are anomalous observations in a data set that are "outside the norm" of what would be expected. Identifying outliers is an important part of exploratory data analysis and data analysis in general. It is often a challenging problem and calls for advanced methods and approaches, including machine learning-based tools. As methods become more and more complex, their explainability becomes more difficult and more important. This research project will look at all aspects of explainability and explore new approaches and …
- Study level
- PhD, Master of Philosophy, Honours
- Faculty
- Faculty of Science
- School
- School of Mathematical Sciences
- Research centre(s)
- Centre for Data Science
Assessing the quality of cluster analysis
Machine learning cluster methods are common classification methods, but methods for assessing performance are limited as are methods for explaining how they work. Exploring methods for both assessing and explaining performance are the subject of this research with application to real-world contexts with the Australian Bureau of Statistics.
- Study level
- PhD, Master of Philosophy, Honours
- Faculty
- Faculty of Science
- School
- School of Mathematical Sciences
- Research centre(s)
- Centre for Data Science
Sport AI
Videos of sport activities are widely available at large scales. AI and its sub-fields, especially computer vision and machine learning, have a great potential to analyse, understand and extract useful information from these videos.This project aims at using AI and its subfields in computer vision and machine learning to develop techniques for analysing sport videos to extract intelligence for players and coaches.
- Study level
- PhD, Master of Philosophy, Honours
- Faculty
- Faculty of Engineering
- School
- School of Electrical Engineering and Robotics
Building explainable and trustworthy intelligent systems
Existing machine learning-based intelligent systems are autonomous and opaque (often considered “black-box” systems), which has led to the lack of trust in AI adoption and, consequently, the gap between machine and human being.In 2018, the European Parliament adopted the General Data Protection Regulation (GDPR), which introduces a right of explanation for all human individuals to obtain “meaningful explanations of the logic involved” when a decision is made by automated systems. To this end, it is a compliance that an intelligent …
- Study level
- PhD, Master of Philosophy, Honours
- Faculty
- Faculty of Science
- School
- School of Information Systems
- Research centre(s)
- Centre for Data Science
Low-cost portable Magnetic Resonance Imaging for clinical applications
The aim of this project is to develop accurate low-cost medical imaging methodology for pseudo-3D mapping of Mammographic Density (MD) within the breast. MD is the degree of radio-opacity (“whiteness”) in an X-ray mammogram. It has implications for breast cancer risk, ease of detection of breast cancer, and monitoring of the efficacy of hormonal breast cancer prevention or anti-cancer treatments.Healthcare ChallengeThere is a growing need for affordable and accurate quantitative assessment of MD without ionising radiation. Magnetic resonance imaging (MRI) …
- Study level
- Master of Philosophy, Honours
- Faculty
- Faculty of Science
- School
- School of Chemistry and Physics
Examining approaches to mitigating customer aggression and abuse
The pace of change associated with modern businesses (Grewal et al., 2017; Grewal et al., 2020), and the introduction of new technologies has created heightened level of stress (technostress) and aggression (Chen et al., 2019). Adding to these stressors, COVID-19, which has forced businesses to adapt their processes and customer service interface (Ahmed et al., 2021; Jiang and Stylos, 2021; Roggeveen and Sethuraman, 2020). Research now finding that continued lockdowns, social distancing, and political rancour, all adding increased levels of …
- Study level
- PhD, Master of Philosophy
- Faculty
- Faculty of Business and Law
- School
- School of Advertising, Marketing and Public Relations
Small business resilience in times of economic uncertainty: Examining retailers and regional businesses
Regional Australia is undergoing significant structural, economic, social, and environmental change which is impacting the viability of small businesses (Regional Australia Institute, 2018). Regional small retail businesses, estimated to contribute $21.9bn to local economies (Australian Small Business and Family Enterprise Ombudsman, 2019) are particularly susceptible to economic shocks, have lower survival rates, more volatile revenues and are generally less resilient than larger business (Barraket, Eversole, Luke & Barth, 2019).Disruptive external events such as the acceleration of e-retailing, COVID-19 travel restrictions, …
- Study level
- PhD, Master of Philosophy
- Faculty
- Faculty of Business and Law
- School
- School of Advertising, Marketing and Public Relations
- Research centre(s)
-
Australian Centre for Entrepreneurship Research
Examining customer responses to body worn cameras
As a direct response to increasing customer aggression, retailers are implementing measures to keep frontline team members safe – assets such as body worn cameras (BWC) and duress watches. Concerningly, there is a dearth of research into these technologies in a retail setting, with much of the earlier research being undertaken in corrective services, policing and train guards.Current research identifies, in some cases, the presence of such technologies can lead to a ‘back-firing’ effect (the aggressive individual becomes more aggressive), …
- Study level
- PhD, Master of Philosophy
- School
- School of Advertising, Marketing and Public Relations
Can 'humanisation' reduce customer aggression?
As a direct response to increasing customer aggression, employee associations (unions) are implementing measures to keep frontline team members safe. One such tactic was an ‘under-name-badge’ message (“I’m someone’s daughter”, “I’m someone’s dad”). Concerningly, there is a dearth of research into the effect of such messaging.Does alerting an aggressive customer to the fact the frontline team member is ‘someone’s daughter/son’ mitigate aggression? Alternatively, does alerting an aggressive customer to the fact the frontline team member is ‘a local/attends a local …
- Study level
- PhD, Master of Philosophy
- School
- School of Advertising, Marketing and Public Relations
Examining the impact of biophilic design elements within shopping centres (malls)
The shopping centre (mall) is the central hub of modern retailing and holds a significant role in developing a first overall impression. As a result, shopping centres (malls) have focussed on creating positive customer experiences in shared public spaces. Bringing natural elements such as green plants, flowerbeds, water features, aquariums, animals, birds, and butterfly gardens into the hotel service setting, is an innovative approach known as biophilic design.The purpose of this research is to understand the impact of biophilic elements …
- Study level
- PhD, Master of Philosophy
- School
- School of Advertising, Marketing and Public Relations
Understanding the drivers of customer aggression
Recent work has identified outcomes of sustained customer aggression, however an opportunity lies in identifying the drivers of the specific dimensions of customer aggression. (See Mortimer, G., Wang, S., & Andrade, M. L. O. (2023). Measuring customer aggression: Scale development and validation. Journal of Retailing and Consumer Services, 73, 103348.)Future research may also assess the extent to which each customer aggression type individually affects the different attitudinal and behavioural outcomes tested herein. Both expressive aggression forms may be stronger drivers …
- Study level
- PhD, Master of Philosophy
- School
- School of Advertising, Marketing and Public Relations
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