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challenging problem. Challenges include improving performance and trust and reducing over and under reliance. We investigate the development of Explainable AI Systems that can provide explanations of AI
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challenging problem. Challenges include improving performance and trust and reducing over and under reliance. We investigate the development of Explainable AI Systems that can provide explanations of AI
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which allows the triggering and manipulation of sound and visuals in a 3D playing space, as a gestural instrument for live electronic music performance, music education and general health and
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which allows the triggering and manipulation of sound and visuals in a 3D playing space, as a gestural instrument for live electronic music performance, music education and general health and
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potential, FL faces critical security, privacy, and performance challenges under practical constraints and considerations. For example, poisioning attacks against FL can heavily impact model performance and
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Primary supervisor Chern Hong Lim Co-supervisors Bisan Alsalibi Yasmeen George Research area Data Science and Artificial Intelligence While deep learning has shown remarkable performance in medical
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, Park 2023], little work has been done to estimate the effects of direct disobedience on human-robot trust and joined performance. While accepting that disobedience in robots might be useful, it is
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, Park 2023], little work has been done to estimate the effects of direct disobedience on human-robot trust and joined performance. While accepting that disobedience in robots might be useful, it is
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decision is correct, and performance can deteriorate when a robot encounters conditions that differ from its training data. A robot operating in the real world therefore needs more than an accurate
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design algorithms and protocols to secure ML models within their life cycle at mobile devices. Research Task III : Conduct theoretical and experimental analysis for the performance of the proposed