A Higher-Order VOF Interface Reconstruction Scheme for Non-Orthogonal Structured Grids - with Application to Surface Tension Modelling by Ilangakoon, Niran A

“…The volume-of-fluid (VOF) method [24] is widely used to track the interface for the purpose of simulating liquid-gas interfacial flows numerically. …”
Get full text

Segmented wave sea clutter modelling in littoral environments

Get full text

Artificial neural networks modelling for mass appraisal of properties

Get full text

Efficient End-to-end Autonomous Driving by Eraqi, Hesham

“…Steering a car through traffic is a complex task that is difficult to cast into algorithms. Therefore, researchers turn to train artificial neural networks from front-facing camera data stream along with the associated steering angles. …”
Get full text
Get full text

A feasibility study of elementary reinforcement learning-based process control by Bras, Edward Hendrik

Get full text

An investigation of amygdala and hippocampal subregions and their relation to ageing in anxiety and related disorders by Ntwatwa, Ziphozihle

“…Subfield volumes were segmented using an automated segmentation algorithm from Freesurfer (v6.0). The brain age analysis was performed by using a previously trained machine learning algorithm that provides brain age estimates for the whole brain, as well as for regions of interest (occipital, frontal, temporal, parietal, cingulate, insula, or cerebellar–subcortical features) (Kaufmann et al., 2019). …”
Get full text

The development of a novel method to identify and describe driving events using only MEMS-sensors in an unmounted smartphone. by Bruwer, Frikkie

Get full text

A clustering approach towards the identification of suitable waiting areas for drivers of transportation network companies by Rolo, Monica Celestina

Get full text

Characterisation of small, close-approaching near-earth asteroids by Janse van Rensburg, Petronella

“…The taxonomic probabilities were determined with the colours g0−r 0 and r0−i 0 , in combination with a machine learning (ML) algorithm trained on synthetic colours from observed spectra obtained from literature. …”
Get full text

Countermeasure Allocation and Load-Out Optimisation

Get full text

Household water end-use identification in the presence of rudimentary data by Meyer, Bettina Elizabeth

Get full text

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. …”
Get full text

EMG-based eye gestures recognition for hands free interfacing by Zahran, Ahmed

“…Additionally, we are using the thresholding algorithm to extract the features from all the gestures. …”
Get full text
Get full text

D-Tree : examining the efficiency of a community case management mobile medical diagnostic tool by Schramm, Kai T

“…To achieve this overarching goal D-Tree firstly, develops and validates clinical algorithms for use by health workers, secondly they design software for delivering these algorithms on mobile phones, and thirdly enable the effective use of these algorithms on a scalable basis. …”
Get full text

End-to-End Autonomous Quadcopter using Reinforcement Learning by Chawa, Mohamed Marwan

“…Addressing this challenge will require developing RL algorithms that can either adapt to these variations online or learn from a diverse set of training environments. …”
Get full text
Get full text

Multivariate nonlinear time series analysis of dynamic process systems by Jemwa, Gorden Takawadiyi

Get full text

A machine learning hybrid approach to forecasting equity returns volatility: A South African perspective. by Tloubatla, Tabataba Simon

“…This research considered daily prices of the JSE ALSI from January 2004 to December 2022, where 80% of the dataset was used for training purposes and 20% was used for testing purposes. …”
Get full text

Evaluating image classification techniques on ASTER data for lithological discrimination in the Barberton Greenstone Belt, Mpumalanga, South Africa by Kemp, Jacobus Nicholas, Zietsman, H. L., Stevens, G.

Get full text

Cardiac MRI segmentation with conditional random fields by Dreijer, Janto Frederick

Get full text