Efficacy of machine learning, earth observation and geomorphometry for mapping salt-affected soils in irrigation fields by Vermeulen, Divan

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A world class manufacturing model for South Africa by Muregerera, Herbert

“…The objective of this thesis is to develop a South African model for a world class manufacturing organisation. …”
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Option pricing and machine learning: a comparison of black-scholes, bachelier, and artificial neural networks by Gross, Eden

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Cape Town road traffic accident analysis: Utilising supervised learning techniques and discussing their effectiveness by Du Toit, Christo

“…There is limited South African literature on modelling RTA injury-severity using supervised learning (SL) methods that fit a model that relates a target variable to a set of predictor variables. …”
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Towards a learning analytics reference framework to predict at-risk students at the Faculty of Military Science by Pretorius, Andre

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A deep learning approach towards diagnostics of bearings operating under non-stationary conditions

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Organisational learning in a traditional rural context : A case study at Lumwana Mine in Zambia by Masialeti, Masialeti

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Building a question answering system for the introduction to statistics course using supervised learning techniques by Leonhardt, Waldo

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Species distribution modelling of Aloidendron dichotomum (quiver tree) by Dube, Qobo

“…Using five candidate machine learning methods and an ensemble model, we compared a number of approaches, including the role of balanced class (presence/absence) datasets in species distribution modelling. …”
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Unsupervised machine learning in air pollution epidemiology in South Africa : artificial intelligence subset application

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A deep learning-based approach towards automating visual reinforced concrete bridge inspections by Dube, Bright N

“…The training sets were then used to train the CNN models through transfer learning and fine-tuning using the fastai deep learning python library. …”
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Lecturers’ creation of online learning experiences to support the development of 21st century graduate attributes

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The impact of in-service training: a reassessment of the cascade model

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Formation of a company : what Uganda could learn from South Africa’s modified system by Nambasa, Sharon

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Variables affecting employees of insurance companies in achieving learning outcomes competency brought by regulatory changes by Malatji, Matsobane Jay

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Model development to improve patient safety in the operating theatre

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A retrospective study of pre-service teachers' experiences of social justice during service learning

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Evaluating deep learning for enhanced breast cancer diagnosis: a comparative analysis of CNN architectures by Frankle, Solyle

“…Artificial Intelligence (AI), particularly its machine learning (ML) subfield, has revolutionised various sectors, including healthcare. …”
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