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Reinforcement learning for power scheduling in a grid-tied pv-battery electric vehicles charging station
Published 2022“…The performance of the asynchronous Q-learning algorithm was compared with that of the conventional Q-learning method in terms of the global cost, stability and scalability. …”
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Tree species identification and leaf segmentation from natural images using deep semi-supervised learning
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An evaluation of the internal validity of specific learning outcomes in phase II of a revised undergraduate medical curriculum
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The didactisation practices in primary school mathematics teachers through modelling
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Grafting serious play : Creating a learning landscape as an educational resource junction for CBD schools in Johannesburg
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An investigation into the development of mathematical modelling competencies of grade 7 learners.
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"Concept" and "Context": Toward modelling understanding in Physics Education research
Published 2018“…This dissertation attempts to answer this question by using a variety of theoretical tools to model understanding. We conducted three empirical studies which probed context sensitivity of student understanding of (i) Vector Addition; (ii) The FCI (Force Concept Inventory); and (iii) the learning of the concept of a Mathematical Group. …”
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Using machine learning to understand the link between gene essentiality, gene expression and the chemosensitivity of cancer cells
Published 2025“…Through rigorous training of machine learning models, drug-response classifiers were devised that demonstrated remarkable predictive capabilities, with the best performing classifier achieving an F1-score of 0.86 and an AUC of 0.85, indicating its effectiveness in drug response prediction. …”
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Using the Herrmann whole brain® model for mentoring academic staff
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An analysis of the performance and interpretability of machine learning classification algorithms to predict long-term share returns on the JSE
Published 2024“…However, the outputs of machine learning models are not transparent or interpretable, which limits their usability for real-world decision making. …”
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Path-analytic study of gender,mathatics conception, manipulative skills, learning readiness and students' achievement in mathematics
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Self-assessment as a Learning Tool in EFL Writing Classrooms: Perceptions of Egyptian Teachers and Adult Learners
Published 2024“…In addition, private language institutions are advised to initiate policy changes that facilitate the incorporation of self-assessment in their instructional models to promote more learning-oriented assessment practices aimed at improving the learning and teaching processes.…”
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Machine learning and high spatial resolution multi-temporal Sentinel-2 imagery for crop type classification
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Combinatorial evolution of feedforward neural network models for chemical processes
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A model for conflicts’ prediction using deep neural network
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Modelling intermediate care services as part of an integrated care pathway
Published 2016“…This study explores the implications of implementing enhanced or redesigned intermediate care initiatives in the Western Cape of South Africa from the 2014/15 financial year onwards. Using a dynamic modelling methodology, we developed an empirical model of an integrated care system to explain the linkages, relationships and interactions among service components and analyse the implications of one of the proposed Healthcare 2030 policy interventions - intermediate care - on hospital admissions, waiting times and length of stay of all patients. …”
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