Site specific traffic load factor approach for the assessment of existing bridges by Perez, Sergi

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Unsupervised anomaly detection for the ATLAS Level-1 Trigger by Stern, Thomas

“…These methods rely on the availability of clean training data to teach the model what “normal” samples are. …”
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Flight control system for an autonomous parafoil by Van der Kolf, Gideon

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Mechanical interlocking of 3D printed concrete layers by Mostert, Jean-Pierre

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A machine learning framework for security forecasting and trading by Van Schalkwyk, Philip

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Strengthening child and adolescent mental health systems in South Africa: A multi-stakeholder implementation science initiative by Simelane, Simphiwe

“…Methods: A targeted literature review identified CAMHSS strengthening innovations in LMICs from the preceding 18 months. …”
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Developing an implementation plan for research data management (RDM) at the University of Ghana

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Synthesis and applications of aminated biopolymers by Phillips, Thaakirah

“…A simple, green and sustainable synthetic method was sought as an improvement to prior methods using hazardous reagents and producing immense amounts of waste. …”
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Multi-h synchronisation for codes with long constraints-length by Nel, Eugéne Johannes

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DFT insight into the oxygen reduction reaction (ORR) on the Pt₃Co(111) surface by Matsutsu, Molefi

“…The calculations have been performed using the plane wave based code, the Vienna ab-initio Simulation Package (VASP). DFT spin-polarized calculations, utilizing the GGA-PW91 functional, have been used to study the adsorption of the ORR intermediates, viz. …”
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Navigating the Rules: Integrating TD3 and Sensor Fusion for Traffic-Aware Autonomous Vehicle Path Planning by Elsayed, Mahmoud Ayman Mohamed

“…This combined approach aims to overcome limitations associated with individual techniques, such as long training time for DRL and lack of generalizability of supervised learning methods. Results from the CARLA simulations demonstrated the effectiveness of the proposed method and sensor fusion in obstacle detection and navigation precision. …”
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The experiences of emergency medical care practitioners (EMCP) after exposure to fatal motor vehicle accident scenes

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Water use of deciduous and evergreen tree nut crops : a case study using pecans and macadamias

“…Adequate water supply is crucial for optimal fruit production, with the consequence that the vast majority of orchards are dependent on irrigation, particularly in arid and semi-arid climates where rainfall is low and erratic. …”
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Essays on determinants spillovers and predictability of the South African stock returns

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Automated machine learning driven quality of service management in resource-constrained software defined networks by White, Keegan

“…The deep learning models utilised by the framework are trained on data gathered from a community network and extensively tested in online network simulations. …”
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Machine Learning for Radio Frequency Interference Flagging by Harrison, Kyle

“…This work explores the application of supervised machine learning algorithms for RFI flagging, trained on real measurement data and simulated data with simulated RFI. The goal of this work is to investigate the prediction of RFI using specific machine learning algorithms; Naive Bayes Classifier, K-Nearest Neighbours Classifier, Random Forest Classifier, the U-Net convolution neural network and the Multilayer Perceptron. …”
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Leveraging genotypes imputation and polygenic risk scores in malaria susceptibility by Kimathi, Peter Opiyo

“…Methodology We evaluated the performance of five popular genotypes imputation methods (IMPUTE4, minimac 4, IMPUTE2, minimac3 and BEAGLE4) using case control datasets that mimics African populations, European populations and the admixed populations simulated with FractalSIM. …”
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Valuing risky income streams in incomplete markets by Johnson, Clare

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Development and control of a 3-axis stabilised platform by Bredenkamp, Adolf Friedrich Ludwig

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Modification, elaboration and empirical evaluation of the Burger learning potential structural model by Prinsloo, Jessica

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