Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 2 of 2 for “"Uncertainty-Aware Learning"”.
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Uncertainty-aware learning from sparse, unlabelled, and out-of-distribution time series
Nowadays, machine learning is increasingly popular in the analysis of healthcare time series, as it can support improved diagnostics, personalised monitoring, and effective performance tracking. The ever-increasing availability of datasets from wearable sensors, mobile devices, and continuous …
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Cyber-Physical-Social Systems for Autonomous Defense: Enabling Mission-Centric, Adaptive, and Anytime Intelligence
… unresolved challenges in mission-level risk awareness, adaptive defense under uncertainty, and resource-bounded reasoning. This dissertation pursues a unified research vision: to develop a mission-centric, uncertainty-aware, and resource-adaptive autonomy framework for resilient CPSS …