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The recommissioning and upgrade of a Ricardo Hydra research engine.
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Map point selection for hardware constrained visual simultaneous localisation and mapping.
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Human-robot collaboration for efficient circularity decision-making for end-of-usage products
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Energy-efficient processing in radio astronomy: comparative analysis of computing platforms and their implementation
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Analysis and synthesis of an inductive storage millisecond pulse forming network
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Wireless dendrometer and environmental sensing system for tree growth monitoring
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Convolutional and fully convolutional neural networks for the detection of landmarks in tsetse fly wing images
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A multi-objective approach to incorporate indirect costs into optimisation models of waterborne sewer systems
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Modelling the dynamics of the bitcoin blockchain
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Characterising the potential health risks associated with coal dust
Published 2023“…Elements which explained the variability within the sample characteristics and the responses were clustered using the k-means algorithm to determine classes of samples which display similar characteristics or levels of toxicity. …”
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Design of a dual-polarized dense dipole array for SKA mid-frequency aperture array
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Optimisation of tether orientation in head and neck restraint systems.
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Classification of wheat kernels with near-infrared hyperspectral imaging
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A decision support framework for machine learning applications
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Predictive maintenance using clustering methods for the use-case of bolted connections in the automotive industry
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Concept demonstrator: Holding site location, ambulance allocation, and relocation decision support tool
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Autonomous racing on unseen tracks using reinforcement learning
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Navigational precision of an autonomous ground vehicle using multiple sensors
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Newer and novel sputum versus non-sputum-based tools for the diagnosis of active tuberculosis in different patient sub-populations
Published 2025“…Methods (sub-populations are underlined) In Chapter 1, I describe an evaluation of an algorithm that describes the optimal & cost efficient strategy to combine sputum GeneXpert and urine LAM (tests that are recommended by the WHO) in a hospitalized HIV-infected sub-population: This comprised a post-hoc analysis of 561 HIV-infected sputum-expectorating patients that was part of a larger parent trial. 5 different diagnostic strategies using sputum culture as a reference standard were explored (Xpert alone, LAM alone, sequential Xpert followed by LAM and vice versa [LAM in Xpert-negative patients and Xpert in LAM-negative patients], and both tests concurrently [LAM + Xpert]). …”
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