Computational fluid dynamic based optimisation of an industrial axial fan for rapid prototyping by Van Rooyen, Jacobus A

“…The resulting optimised fan (Fan-Optim) is manufactured and experimentally tested, in accordance with the ISO 5801 standard. …”
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Modelling control and optimisation of a dual circuit induced draft cooling water system

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Protection-based Distributed Generation Penetration Limits on MV feeders - Using Machine Learning by Nxumalo, Emmanuel

“…Gradient descent, which is an optimisation algorithm that iterates and finds optimal values of the parameters that correspond to the local or global minimum values of the cost function using calculus was used to measure the accuracy of each model's hypothesis function. …”
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Channel parameter tuning in a hybrid Wi-Fi-Dynamic Spectrum Access Wireless Mesh Network by Zlobinsky, Natasha

“…This contribution is realised by providing and analysing the performance of near-optimal Channel Assignment (CA) solutions using metaheuristic algorithms for the MRMC WMNs using DSA bands. …”
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A study of current and possible future industrial engineering methodologies used to increase energy effieciency by Van der Merwe, Este

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Link prediction in knowledge graphs using latent feature modelling and neural tensor factorisation by Magangane, Luyolo

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Machine Learning Based Critical Resource Allocation in Mixed-Traffic Cellular Networks by Nomeir, Mohamed

“…The results show that the proposed algorithms produce near-optimal results in real-time.…”
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Mathematical optimisation of the suspension system of an off-road vehicle for ride comfort and handling

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Dataset shift in land-use classification for optical remote sensing

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Efficient adaptive sampling applied to multivariate, multiple output rational interpolation models, with applications in electromagnetics-based device modelling by Lehmensiek, Robert

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Data-driven augmentation of pronunciation dictionaries by Loots, Linsen

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Enhanced Interest Aware PeopleRank for Opportunistic Mobile Social Networks by Shahin, Yosra Saad

“…We build upon an interest-aware social forwarding algorithm, namely Interest Aware PeopleRank (IPeR). …”
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Diagnostic accuracy of C-reactive protein and procalcitonin, compared with composite reference standards, to discriminate between tuberculosis, Pneumocystis jirovecii pneumonia and... by Mendelson, Fiona

“…Simple, affordable tests are needed for developing improved clinical algorithms. C-reactive protein (CRP) and procalcitonin have shown diagnostic utility for respiratory tract infections, however few studies have focussed on their ability to distinguish between tuberculosis, CAP, and PJP in HIV-infected inpatients. …”
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Adaboost and its application using classification trees

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Advanced vineyard based long range sensor networks by Nell, Nicholas

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Viterbi decoded linear block codes for narrowband and wideband wireless communication over mobile fading channels

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Heuristics for large-scale Capacitated Arc Routing Problems on mixed networks

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Measurement and extraction of the Giles parameters in Ytterbium-doped fibre by Hendriks, Adriaan Jacobus

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Household water end-use identification in the presence of rudimentary data by Meyer, Bettina Elizabeth

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Investigation of polymer grade blending in Ziegler-Natta Catalysed ethylene polymerisation systems by Nacerodien, Mogamat Thaabit

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