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Foundation for a national road prioritisation model for South Africa
Published 2020“…Second, a two-step floating catchment area model is used to identify potentially unproductive roads that may be cost-effectively rationalised through basic service hub relocation. …”
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Modern variable selection techniques in the generalised linear model with application in Biostatistics
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Improving Searchability of Automatically Transcribed Lectures Through Dynamic Language Modelling
Published 2016“…The CMU Sphinx4 ASR engine is used to generate transcripts from thirteen recorded lectures from Open Yale Courses, using the English HUB4 language model as a reference and the two topic-specific language models generated for each lecture from Wikipedia.…”
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The analysis and optimization of an axial compressor
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Computational fluid dynamics-modelling of a multi-stage transonic axial-flow compressor.
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Development of a Maturity Assessment Model to support infrastructure development in Wholesale Food Markets
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A Bayesian approach to energy monitoring optimization
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Design and performance analysis of large horizontal axis offshore wind turbines
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Loading, modelling and costing of concrete and steel support structure designs : large wind turbines in South Africa
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Development of a Floating Car Data (FCD) model to evaluate traffic congestion : a case of Kampala, Uganda
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Opportunities for short-sea shipping in the Southern African Development Community (SADC) region: evidence based on discrete choice modelling
Published 2020“…Subsequently, the following choice models were developed: Binary Logit, Mixed Logit and Integrated Choice and Latent Variable Structure models for the unimodal corridors; and Multinomial Logit, Nested Logit and Cross Nested Logit models for the intermodal corridors. …”
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Wildfire path spread prediction system using machine learning: use of ANN, convolutional autoencoder, and ConvLSTM ML model
Published 2025“…The three ML models developed were based on domain knowledge of fire behaviour and utilised Google Earth Engine(GEE) weather data and Sentinel Hub burned scars satellite data to train a logistic method for simulating fire burn maps. …”
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Investigating the introduction of economic land use developments to create rail contra-flow using a strategic model: a case study of Johannesburg
Published 2020“…The dual role of nullifying past prejudice implemented through strategic spatial design while introducing the perspective of using the relationship between land use and transport to create rail contra flow and localised socio-economic hubs is one that can be achieved strategically. The modelling software that will help to demonstrate the model output of the research, which will be a simulation of contra-flow after the introduction of economic land use developments, is PTV VISUM.…”
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Object Detection and Size Determination of Pineapple Fruit at a Juicing Factory
Published 2022“…There was sufficient similarity between the distributions, and it was therefore established that the reported method is appropriate for pineapple size determination in this context. All the data and code is available in a GitHub repository for reproducible research.…”
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Integrated renewable energy polygeneration networks: a multi-objective optimisation and game theoretic approach
Published 2025“…In line with this approach, this dissertation presents an integrated resource network model that includes a bioenergy supply chain and a polygeneration hub. …”
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Numerical investigation of fan performance in a forced draft air-cooled steam condenser
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Fine arts alumni reflections on curriculum and coursework in relation to global arts education: a social realist case study
Published 2025“…The Fine Arts industry is a local and international hub of creative output and positions itself as a network of opportunities, gallery support, exhibitions, and art residencies. …”
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South African male consumers' involvement in their clothing purchases
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