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Applications of Gaussian Process Regression to the Pricing and Hedging of Exotic Derivatives
Published 2022“…However, the squared-exponential GPR does not compute reliable hedging ratios under Heston model, the delta is reasonably accurate, but the vega is off.…”
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A comparative study between Altman Z-Score and verifier
Published 2017Get full text
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Physico-chemical interventions for improved interlayer adhesion in 3D printable concrete.
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Bioacoustic classification of Hainan gibbon call types using deep learning
Published 2025“…Two steps were taken to train reliable models. Firstly, data augmentation techniques were explored to increase the amount of data as a means to train reliable models, and secondly, hyperparameter tuning was conducted. …”
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Operational scheduling and investigative planning for electric public transport in South Africa
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Helicopter tail boom vibration analysis and suppression
Published 2012Get full text
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n Teoretiese en praktiese ondersoek na 'n betroubare en toepaslike boedelbeplanningsmodel
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‘n Teoretiese en praktiese ondersoek na ‘n betroubare en toepaslike boedelbeplanningsmodel
Published 2016Get full text
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Investigation of brain ageing in HIV-positive individuals using convolutional neural networks
Published 2025“…This thesis focuses on de veloping a robust brain age prediction model to investigate brain ageing in HIV-positive individuals. …”
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Autonomous take-off and landing of a fixed wing unmanned aerial vehicle
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Assessing the applicability of the Greulich and Pyle (1959) skeletal age estimation method to South African children between 0 and 13 years
Published 2024“…Regression analysis, using a best-fit fixed-effect model, random-intercept mixed-effect model and a random intercept-random slope mixed-effect model, attempted to account for the variation in the sample by using skeletal age as a predictor for chronological age. …”
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Radar-Based Multi-Target Classification Using Deep Learning
Published 2023“…This dissertation sought to improve the speed and accuracy of a previously developed model classifying human activity and targets using radar data for outdoor surveillance purposes. …”
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Spatial-temporal graph neural networks for weather prediction in South Africa
Published 2026“…A novel framework is presented in which to reliably evaluate model robustness and stability for weather prediction. …”
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Appending GPS traces with road grade data to estimate driver behaviour risk
Published 2021Get full text
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