A Chain of findings for digital investigations

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Evaluation of the prospects of hedging Botswana's maize prices against the Johannesburg Stock Exchange commodity market derivatives

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Detection of oscillatory actuator failures in passenger airliners by Els, Dylan

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A predictive model for precision tree measurements using applied machine learning by Pieterse, Johannes Lodewyk

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Conditional random fields for noisy text normalisation by Coetsee, Dirko

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An artificial intelligence model to predict financial distress in companies listed on the Johannesburg Stock Exchange

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The simulation and optimization of steady state process circuits by means of artificial neural networks by Aldrich, Christiaan

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The effect of sensory processing on the work performance of call centre agents in a South African context by Lombard, Annemarie

“…The study findings support knowledge transfer into other general human resource management, education and training, occupational health management and occupational therapy practises. …”
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Remote monitoring of adult cochlear implant recipients using speech-in-noise testing

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Detecting change in complex process systems with phase space methods by Botha, Paul Jacobus

“…It did however require the training of a multilayer perceptron network and additional calculations that were time consuming. …”
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The prediction of the emission spectra of flares and solid propellant rockets by Barnard, Paul Werner

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Hierarchical Reinforcement Learning in Minecraft by Rossouw, Francois Armand

“…M any c urrent r einforcement learning (RL) algorithms rely on a lengthy trial-and-error training process, making it infeasible to train them in the real world. …”
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A deep learning approach to landmark detection in tsetse fly wing images by Geldenhuys, Dylan Shane

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Integrating remotely sensed data for sustainable groundwater resource management across the Steenkoppies Catchment

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Person of interest rapid identification and tracking (POIRIT) assistance system by Arif, Danish

“…The results demonstrate the superior performance of MS Cycle-GAN, with lower Mean Square Error (MSE) and Root Mean Square Error (RMSE) values. …”
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Language modelling for code-switched automatic speech recognition in five South African languages by Van der Westhuizen, Ewald

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Are the South African indigenous languages problematic in the South African multilingual multicultural hospitals?

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Quantifying the structure of the woody element in Savannahs using integrated optical and Synthetic Aperture Radar (SAR) approach : a stepping stone towards country wide monitoring...

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Between-session reliability of performance and asymmetry variables during lower limb strength tests and sport-specific tasks in netball players

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Texture synthesis with neural networks by Schreiber, Shaun

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