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aim at advancing FXAI technology and broadening its use by seeking (1) how to efficiently represent an AI system of interest in a logical formalism; (2) how to apply efficient formal reasoning to
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Primary supervisor Teresa Wang Research area Machine Learning A recommender system is a subclass of information filtering/retrieval system that provides suggestions for items that are most pertinent
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Primary supervisor Teresa Wang Research area Machine Learning A recommender system is a subclass of information filtering/retrieval system that provides suggestions for items that are most pertinent
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computing strategies, this project focuses on deploying ML models on real-world distributed infrastructures, improving system performance, scalability, and efficiency by optimizing resource usage (e.g
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focuses on developing ML models to predict resource needs, improving load distribution to avoid system bottlenecks, and ensuring low-latency performance. Energy-Efficient Operations with Carbon-Aware
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experience digital content in the physical world in novel playful ways. These projects will utilize the lab’s Qualisys motion capture system and Crazyflie mini quadcopters. A passion for robotics
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experience digital content in the physical world in novel playful ways. These projects will utilize the lab’s Qualisys motion capture system and Crazyflie mini quadcopters. A passion for robotics
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environment. Specifically, we’ll design novel data modelling and indexing techniques to exploit the data and create a next-generation, eco-friendly navigation system which will significantly reduce
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avoiding virtual obstacles as if they were real) are a good alternative offering objective evidence of a presence response to a VR system. Yet measuring behavioural responses is time-consuming and
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data, machine learning and artificial intelligence methodologies, and novel data visualisation capabilities have opened up opportunities for a dynamic, ‘Learning Health System’ – where data can be