Application of machine learning in the classification of area potential for transaction forecasting using regression analysis in two regions of the Johannesburg conurbation by Masola, Kabelo Charles

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Recursive marginal quantization: extensions and applications in finance by Rudd, Ralph

“…When applied to two-factor models, recursive marginal quantization becomes computationally inefficient as the optimization problem usually requires stochastic methods, for example, the randomized Lloyd’s algorithm or Competitive Learning Vector Quantization. …”
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Optimisation and dynamic effect of slip couplers in geared wind drivetrains by Britz, Joseph Juan

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Monitoring and diagnosis of process systems using kernel-based learning methods by Jemwa, Gorden Takawadiyi

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Control of CO2 vibrational dynamics via shaped-pulse coherent anti-Stokes Raman spectroscopy by Hendriks, Adriaan Jacobus

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Application of machine learning and knowledge-based systems to support decision-making on fate and behaviour of engineered nanoparticles in aqueous environment

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Predictive maintenance using clustering methods for the use-case of bolted connections in the automotive industry by Bekker, Emmarentia Lydia

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Optimisation of digital radiography using multi-objective particle swarm optimisation by Nshimirimana, Robert Bellarmin

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Quantifying phytoplankton biomass and sediment in river plumes along the Agulhas Bank using remotely sensed data with deep learning techniques by Pillay, Humeshni

“…For the developed [Chl-a] MLP algorithm, the constrained and full MLP models were similar, with C2RCC's AC producing the best results. …”
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Development of a Low-Cost System for Monitoring Root Growth Dynamics by De Raay, Yasmin

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Stochastic visual tracking with active appearance models by Hoffmann, McElory Roberto

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On towers of function fields over finite fields by Lotter, Ernest Christiaan

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The dynamic modelling and development of a controller for a general purpose remotely operated underwater vehicle by Finbow, Maximillian

“…An extensive overhaul of the SEAHOG GUI is performed, utilising multicore processing architecture in LabVIEW and resulting in a user-orientated interface capable of controlling and monitoring all existing system data from the robot.…”
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Enhancing mobile camera pose estimation through the inclusion of sensors by Hughes, Lloyd Haydn

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A Two-Phase Method for Solving Transportation Models with Prohibited Routes by Owusu-Ansah, Emmanuel, Ackora-Prah, Joseph, Acheson, Valentine, Barnes, Benedict, Takyi, Ishmael

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Heuristic solution approaches to the fixed charge transportation problem by Dikgale, Rarang Phillemon

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An improved message-passing scheme for approximate inference using cluster graphs by Van Tonder, Ruan

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Enhanced LSMC for Valuation of Options by Mekawy, Amr

“…With the leap in technological tools and dynamic programming, different models were introduced to present the algorithms used to value the option price.…”
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Evaluation of two prototype three phase photovoltaic water pumping systems by Scholle, Axel

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