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Modelling attrition in the Eastern Cape public health system using multilevel survival analysis and machine learning methods
Published 2024“…The findings and limitations of this investigation, however, open up opportunities for future work both as improvements to, or extensions of, the data preparation processes as well as model formulations and optimizations. Such follow-up work may include the exploration of different attrition definitions and the impact that has on the investigations findings, exploring methods for reducing HR healthcare data integrity issues, and provisioning or implementing re-sampling techniques, different cadre grouping strategies, or virtual machines to improve the performance of the machine learning models proposed.…”
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Using state-space time series analysis on wetland bird species to formulate effective bioindicators in the Barberspan wetland
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Big data analytics strategy formulation: a case study of big data analytics organizations in South Africa
Published 2025“…The research contributes to the field of Information Systems by providing a novel model that enriches extant literature and helps South African organizations with guidelines to follow when formulating a BDA strategy, by identifying and outlining the key foundational components that should inform a BDA strategy.…”
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Estimation of fertility rates for Bayelsa state; using brass p/f ratio technique and gompertz relational model
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Community development : a quest for social change or social submission : (towards a model of change for South Africa)
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Towards a theoretical model for LSP lexicography in Ndebele with special reference to a dictionary of linguistic and literary terms
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Integration of seasonal forecast information and crop models to enhance decision making in small-scale farming systems of South Africa
Published 2021“…The study therefore sought to formulate a decision-making approach to enhance climate variability management in small-scale farming systems of South Africa through integrating seasonal forecast information and crop models. …”
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Novel approaches to performance evaluation and benchmarking for energy-efficient multicast: empirical study of coded packet wireless networks
Published 2016“…This thesis studied existing coded packet methods for energy efficiency in ad hoc wireless networks and investigates efficiency frontier, which is the expected minimum energy within the minimum energy multicast framework. …”
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Development and preliminary numerical investigations of a dislocation density-based finite-strain rate-dependent elastoplasticity constitutive model
Published 2025“…However, in contrast to other dislocation-based rate-dependent elastoplasticity models, the model presented in this work is formulated in a multiaxial, finite-strain framework that is suitable for the macro-scale simulation of wrought metal production processes. …”
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Integration of life skills and HIV/AIDS into the South African schools' life orientation curriculum creating a model for NGO’s’
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