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Modelling attrition in the Eastern Cape public health system using multilevel survival analysis and machine learning methods
Published 2024“…This was due to their potential ability to handle and, effectively model, the complex multilevel and longitudinal HR data available for use in this study. Unfortunately, all multilevel machine learning models explored failed to converge, resulted in excessive computational time forcing an abort, or simply resulted in poor model performance when evaluated on unseen data. …”
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Measuring fracture properties using digital image and volume correlation: decomposing the J-integral for mixed-mode parameters
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The modelling of IR emission spectra and solid rocket motor parameters using neural networks and partial least squares
Published 2011Get full text
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Development of a calibration method for coupled CFD-DEM
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The optimisation of mm-Wave GaAs Gunn diodes using a parallel implementation of the Monte Carlo particle simulation technique
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Real-time 3D biomechanical analysis and AI personal trainer for strength and conditioning exercises using markerless motion capture
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Quantifying phytoplankton biomass and sediment in river plumes along the Agulhas Bank using remotely sensed data with deep learning techniques
Published 2024“…The aim of this project was to use four rivers along the Agulhas Bank of South Africa to test satellite-derived Total Suspended Matter (TSM) and chlorophyll-a concentration ([Chl-a]) data products using a suite of available AC options against in situ [Chl-a] and TSM. …”
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Hypertext and its application in tertiary forestry education
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Numerical investigation of a large air-cooled steam condensor.
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Improvement of vineyard spraying equipment by recirculation of overspray through air flow modification
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Optimised active fault detection for an open loop stable system
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Towards the automotive plant of the future: leveraging wireless vehicular communication to enhance the assembly line
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Identifying decision boundaries to explain black-box machine learning predictions
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Forensic evidence isolation in clouds
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Combating Data Leakage in the Cloud
Published 2020Get full text
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