Digital soil mapping techniques across multiple landscape scales in South Africa by Trevan, Flynn

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The development of an on-chip-metering solution by Kaplen, David

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AI-based hybrid optimisation of multi-megawatt scale permanent magnet synchronous generators for offshore wind energy capture by Lilla, Abdurahman Daleel

“…The initial stage (STAGE I) of the hybrid optimisation utilised the DE algorithm. The objective function was set to reduce the initial cost (!"…”
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Anti-lock braking system performance on rough terrain

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A framework for estimating risk by Kroon, Rodney Stephen

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Lymphoma: Understanding the diagnostic challenges and improving outcomes in a TBand HIV-endemic area by Antel, Katherine Rae

“…(ii) Investigate the diagnostic utility of the newest TB diagnostic test (the Xpert MTB/RIF Ultra); and apply this test in a diagnostic algorithm for lymphadenopathy of unknown aetiology, both on a fine-needle aspirate (FNA) from a lymph node and on tissue obtained by corebiopsy. …”
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Satellite change detection in the albany thicket biome by Mahlasi, Craig

“…Finally, it was shown that using meta-learning the TempCNN can be adapted to be robust in shifting domains by learning the most optimal parameter initializations that allow for capturing the invariant embeddings that facilitate generalisation across domains possible.…”
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Non-intrusive efficiency estimation of inverter-fed induction machines by Chirindo, Mathews

“…Measured data is obtained from two different induction motors on a flexible 110kW test rig that utilises an HBM Gen 7i data acquisition system. By measuring voltage, current and input power at the supply terminals of the inverter-fed motor, the fundamental equivalent circuit parameters are estimated using population based incremental learning algorithm and compared with those obtained from the IEC 60034-2-1 Standard. …”
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The performance of coevolutionary topologies in developing competitive tree manipulation strategies for symbolic regression by Ombura, Martin

“…We adopt a hybrid evolutionary algorithm (EA) that implements the tree based phenotypic structure of genetic programming (GP) and the list-based chromosome of genetic algorithm (GA) that permits embedding of mathematical tree manipulation (MTM) strategies, as well as adequate selection mechanisms for search. …”
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A Cooperative Prediction Based Approach to Spectrum Management in Cognitive Radio Networks

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Identity confidence estimation of manoeuvring aircraft by Holtzhausen, Petrus Jacobus

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Parameter learning with particle filters by Pather, Vegan

“…This dissertation aims to test the effectiveness of a possible algorithm which can be used in optimally identifying such times. …”
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Organic codes and their identification : is the histone code a true organic code by Kühn, Stefan

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Extreme value-based novelty detection by Steyn, Matthys Lucas

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Sensitivity analysis of multilayer neural networks by Engelbrecht, Andries Petrus

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Using Hybrid Machine learning Models for Stock Price Forecasting and Trading. by Khalil, Ahmed

“…Recently, the focus increased on using Machine learning models to predict stock prices and algorithmic trading as currently there is a huge amount of data that can be processed and used to forecast and trade stocks. …”
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PySUNDIALS : Providing python bindings to a robust suite of mathematical tools for computational systems biology by Dominy, James Gilmour

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Post mortem genetic determination of age and sex of unidentifiable remains admitted to the Pretoria Medico-Legal Laboratory

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The surgical management and prevention of laparoscopic cholecystectomy associated bile duct injuries by Lindemann, Jessica Danielle

“…Based on the findings of this detailed review of the management and outcomes of LC-BDIs, a treatment algorithm for management in resource-constrained environments is proposed. …”
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