Automated Variational Ansatz Design by Lourens, Matthys Johannes

Get full text

Ancestry-independent osteometric sex estimation from selected postcranial skeletal elements of South Africans: a machine learning approach by Scott, Michelle

“…The dataset was subjected to ML algorithm training using univariate and multivariate predictor combinations. …”
Get full text

Return to play in elite rugby players after severe knee injuries : addressing the knowledge gaps by Robyn, Aneurin Dean

Get full text

Advanced process monitoring using wavelets and non-linear principal component analysis

Get full text
Get full text

Quantum Machine Learning Applied to Astronomical Datasets by Slabbert, Donovan Michael

Get full text

Optimization of a low speed wind turbine using support vector regression by Wise, John Nathaniel

Get full text

Evolutionary deep learning by Dufourq, Emmanuel

“…One serious challenge when implementing such networks for facial expression recognition is the large number of trainable parameters which results in long training times. We propose a novel method based on evolutionary algorithms, to reduce the number of trainable parameters whilst simultaneously retaining classification performance, and in some cases achieving superior performance. …”
Get full text

A model-based deep learning approach to spectrum management in distributed cognitive radio networks

Get full text

Natural Language Processing on Data Warehouses by Maree, Stiaan

“…In contrast, the embedding model implemented the word2vec algorithm to create different kinds of vectors from the data warehouse. …”
Get full text

Cooperative multi-agent reinforcement learning in sparse-reward, partially observable 3d environments with curriculum-transfer learning by Denkema, De Wet

Get full text

Pronunciation modelling and bootstrapping

Get full text
Get full text

Computer vision-based automated cow lameness estimation using machine learning and synthetic data

Get full text
Get full text

Adaboost and its application using classification trees

Get full text

Feature detection in ultrasound images for computer aided diagnosis of Hodgkin's Lymphoma by Dawood, Tareen

“…Thereafter, an automated algorithm was used to characterise and classify Hodgkin's lymphoma. …”
Get full text

Hydraulic Data Preprocessing for Anomaly Based Intrusion Detection on SCADA Level of Water Treatment Systems by Mboweni, Ignitious

“…The best performance was achieved when the preprocessed dataset was randomly split into training and testing, yielding a significant improvement in accuracy, F1 score and time to detection for both algorithms used in the study, namely Fine Tree and Boosted Trees Ensemble.…”
Get full text

Learning data-derived vehicle motion models for use in localisation and mapping

Get full text

Seedling and juvenile tree detection using UAV photogrammetry and machine learning by Kok, Simeon James

Get full text

A computer vision framework towards automated scene understanding & analysis by Sarah-lee de Greeff

“…The framework facilitates the processing of raw data, training of object detection models with respect to the proposed data, and the deployment of the trained model with respect to unseen video footage. …”
Get full text

Link prediction in knowledge graphs using latent feature modelling and neural tensor factorisation by Magangane, Luyolo

Get full text