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A comparative analysis of machine learning models for forecasting JSE Stock Returns
Published 2026“…The sample is divided into a training period (2005–2016) and a testing period (2016–2021), further split into 1-year, 3-year, and 5-year testing intervals. The results show that the LSTM model performsbest across most evaluation metrics and investment scenarios, with the random forest model close behind, offering slightly better risk-adjusted returns.…”
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Identification and simulation of extreme precipitation using a computationally inexpensive methodology
Published 2014Get full text
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A comparison of the performance of high-voltage insulator materials in a severely polluted coastal environment
Published 2012Get full text
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