School of Computer Science and Statistics
The advent of IoT devices led to the creation of many different, distributed machine learning techniques to identify patterns and make logical decisions based on the large volumes of data generated. Traditionally, these devices readily shared their raw data with a centralised server. However, this sharing of raw data is not conducive to maintaining the … Read more
Auditory communication has a central role in our society. However, it remains unclear how our brains allow us to understand complex sounds, such as speech and music. The use of machine learning methods to study neural data has recently led to a major paradigm shift, greatly advancing our understanding of auditory perception. The Di Liberto … Read more
https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub/tree/main/projects/Wind%20Turbine%20Predictive%20Maintenance%20Using%20Machine%20Learning
I supervise projects in the areas of Serious Games and Interactive Digital Narrative (IDN). Games have become an important cultural form, which has been shown also to hold great potential for other purposes than entertainment, such as learning and cultural engagement. Serious Games research is concerned with how such game experiences are designed, implemented and … Read more
In this project, we embark on an in-depth exploration of the possibilities and capabilities associated with the generation of synthetic tabular data. Our approach involves harnessing the power of pre-trained large language models, which have demonstrated remarkable prowess in understanding and generating natural language text. Through this endeavor, we aim to unlock the potential of … Read more
Are you interested in researching generative AI techniques for visual content creation?
In this project, we will explore generative AI with a focus on image, video, and 3D content creation and editing. You will build up your background in computer graphics and computer vision and conduct research in the following themes including latent diffusion models and neural radiance fields.
Final Year Project. The relative value that someone places on their time varies from person to person and even from moment to moment for the same person. Current microscopic traffic simulators like Sumo do not provide a means of collecting user preference data relating to the time and cost of various routes. In this project … Read more
MATLAB-Simulink-Challenge-Project-Hub/projects/Coastline Prediction using Existing Climate Change Models at main · mathworks/MATLAB-Simulink-Challenge-Project-Hub · GitHub
Academic year 2024-2025 ELIGIBILITY: This project is for a student taking the MSc in Statistics and Sustainability. TrueSkill, a model developed by Microsoft, is designed to assess the “ability score” of video game players. This score is then used to create a leaderboard, which helps match players in online games. The model also supports team-based … Read more
Final Year Project. Since the launch of ChatGPT in late 2022 a wave of enthusiasm for the adoption of AI tools to enhance commercial offerings or streamline business processes has penetrated every level of enterprise from large corporations to tiny startups. For Small and Medium Enterprises (SMEs) this has created a fear that they will … Read more