A comparative study of recurrent neural networks and statistical techniques for forecasting the stock prices of JSE-listed securities by Galant, Rushin

“…The number of input observations utilised were varied from four to fifteen observations whilst making forecasts from one up to ten timesteps into the future. …”
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A computer vision framework towards automated scene understanding & analysis by Sarah-lee de Greeff

“…Most computer vision algorithms are deep learning based approaches but differ significantly in architecture. …”
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A critical evaluation of a community based mother-infant intervention project with special emphasis on infant attachment by Tomlinson, Mark

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Operational cost and emissions minimisation of a multi-microgrid system through energy management

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Metaheuristics for the selection and scheduling of jobs with time-dependent durations by Le Roux, Gavin James

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Relative orientation with limited control in close range Photogrammetry by Rüther, Heinz

“…Throughout the thesis algorithms are developed which make it possible to execute all computations on computers with limited memory capacity. …”
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Hydraulic Data Preprocessing for Anomaly Based Intrusion Detection on SCADA Level of Water Treatment Systems by Mboweni, Ignitious

“…The best performance was achieved when the preprocessed dataset was randomly split into training and testing, yielding a significant improvement in accuracy, F1 score and time to detection for both algorithms used in the study, namely Fine Tree and Boosted Trees Ensemble.…”
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The use of artificial intelligence for business optimisation in banking: case of Nigeria by Akobe, David

“…AI technologies such as the Sentiment intensity analyser, LR, K-means algorithm, Naïve Bayes algorithm, K-nearest neighbour, and Recommendation engines, were used for various tasks. …”
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A decision support framework for machine learning applications by Du Preez, Anli

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Optimising pressure profiles in superplastic forming

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Pronunciation modelling and bootstrapping

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Improved explainability through uncertainty estimation in automatic target recognition of SAR images

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Spatiotemporal Performance Analysis to Identify Degradation Trends in a Utility-Scale PV Plant by Bekker, Neil Francois

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Growth-based computer aided design strategies for multimode waveguide design with the aid of functional blocks by Vale, Christopher A. W.

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Variable selection for kernel methods with application to binary classification by Oosthuizen, Surette

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Development of a converter for grid-tied and isolated operation of an interior permanent magnet synchronous generator, coupled to a twin-shaft gas turbine by Molaoa, Molaoa

“…The UPF and MTPA control result in the lowest and second lowest DC-link utilisation respectively when compared to NTA control. …”
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A generic computer vision human activity recognition tool. by Jacobs, Johannes Jacobus

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Minimising the total travel distance to pick orders on a unidirectional picking line by De Villiers, Anton Pierre

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Money Laundering Alert Prioritisation Using Machine Learning and Benford’s Law by Spies, Luka

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Multi - antenna multi - carrier space – time - frequency precoded code division multiple access employing complete complementary codes

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