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.
Results
Showing 1 to 5 of 5 for “"probability modelling"”.
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Exploring the role data-driven decision-making under uncertainty
… enhanced objectivity and more accurate probability modelling under uncertainty. This integrated model outlines key preconditions for data-driven decisioning under uncertainty and the challenges categorised as organisation specific, external to the organisation, inherent to the data and …
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Beyond multi-class – structured learning for machine translation
… structure (MMS) approach to phrase translation probability modelling in an MT system. The architecture of this approach is shown to capture structural aspects of the problem domains, leading to demonstrable performance improvements on machine translation. Finally the thesis describes the …
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Towards machine learning for the weather: developing methods using simplified dynamical systems
… of systems is one of the most important modelling exercises. Weather forecasting is a major enterprise within this. Recently, there has been a push to use machine learning (ML) here, given ML's ability to learn relationships which are too complex for humans to specify. This thesis …
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Quantifying, Understanding and Predicting Differences Between Planned and Delivered Dose to Organs at Risk in Head & Neck Cancer Patients Undergoing Radical Radiotherapy to Promote Intelligently Targeted Adaptive Radiotherapy
… logistic regression normal tissue complication probability (NTCP) modelling approaches. A sub-study of VoxTox recruited 18 patients who had MRI scans before RT fractions 1, 6, 16, and 26. Changes in salivary gland volumes and relative apparent diffusion coefficient (ADC) values were measured and …
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Stochastic modelling for the analysis of blowout risk in exploration drilling.
… drilling. The totality of the blowout risk modelling has been secured through examinations of probability models and their influence on risk interpretation and overall analysis objectives; analyses of current physical causal mechanisms and deterministic coherences; and the decomposition of …