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Electronic Theses and Dissertations

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Title: Clustering and classifying global food insecurity index and crop production using machine learning algorithms Author: Pieterse, Jaden Date: 2024
Title: Improving Intrusion Detection Systems with Machine Learning and Interpretable Models: A focus on explainable artificial intelligence (XAI) for model transparency and interpretability Author: Mohale, Vincent Date: 2024
Title: Road damage severity estimation using isolation forest and variational autoencoder Author: Netshilonwe, Vhahangwele Date: 2024
Title: Non-parametric methods for forecasting South African maize and wheat prices Author: Kammies, Emelia Thembile Date: 2024
Title: Nerve segmentation of ultrasound images with Bayesian U-net models Author: Michael, Taryn Date: 2023-12
Title: Extension of the boid towards a bird-bot ontology for coordinating surveillance robotic devices Author: Mawela, Vhutshilo Date: 2023
Title: Modelling student retention in tutorial classes with uncertainty – A Bayesian approach to predicting attendance-based retention Author: Nimy, Eli Bila Date: 2023
Title: An investigation into the design of an ants-inspired ontology for coordinating pathfinding robotic devices Author: Ntshuxeko, Shirindi Date: 2023-11
Title: Application of diverse machine learning models for rainfall prediction over various climatic regions of South Africa Author: Ogunniyi, Jeremiah Ayodele Date: 2023-12

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