Off-chain Transaction Routing in Payment Channel Networks: A Machine Learning Approach by Kadry, Heba

“…This study proposes a novel machine learning-based routing technique for fully distributed and efficient off-chain transactions to be used within the PCNs. …”
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Challenges of maintaining highly specialised infrastructure facilities at an institution of higher learning in South Africa by Hlophe, Matholi

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Convolutional and fully convolutional neural networks for the detection of landmarks in tsetse fly wing images by Makhubele, Mulanga

Subjects: “…Machine learning…”
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A comparative study of distance and conventional education programmes assessed in terms of access, delivery and output at the University of Pretoria

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Perceptions of mental health care users on the contribution of the interactive groupwork model in occupational therapy groups to their recovery by Davidson, Shanay

“…The Interactive Groupwork Model (IGM) is an unpublished, South African OT model that is used to guide groupwork interventions in mental health care settings. …”
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Die organisasie-vaardighede van die leerder met spesifieke leergestremdheid in die sekondêre skoolfase (Afrikaans)

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Early grade scripted lesson plans (SLPs) : Responding to the International Technical Guidance For Sexuality Education (ITGSE)

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Probabilistic SEM : an augmentation to classical Structural equation modelling

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Comparing academic staff and students' perceptions of the purpose of assessment in higher education

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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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AI/Machine learning approach to identifying potential statistical arbitrage opportunities with FX and Bitcoin Markets by Ntsaluba, Kuselo Ntsika

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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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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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