A framework for evaluating clinical data using graph-based link prediction by Parshotam, Himil

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

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Applying the cross-entropy method in multi-objective optimisation of dynamic stochastic systems by Bekker, James

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

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Interference Management of Inband Underlay Device-toDevice Communication in 5G Cellular Networks by Boamah, Sharon Ampomaa

“…The channel allocation problem is solved as an assignment problem by using a proposed heuristic channel allocation, random channel allocation, Kuhn-Munkres (KM) and Gale-Shapley (GS) algorithms. A comparative performance evaluation for the algorithms are carried out in the two system model scenarios, and the results indicated that D2D communication with relay assistance outperformed the conventional D2D communication without relay assistance. …”
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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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Analysis of the effect of course structure and pattern of usage on the efficacy of online/blended courses by Oosthuizen, Andries Cornelius

“…The clValid package method was used to choose the optimal algorithm and cluster sizes. The findings show that most sites used the default tool selection, with almost half the courses adding outside tools and linking in lecture recordings. …”
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On towers of function fields over finite fields by Lotter, Ernest Christiaan

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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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A remote sensing-machine learning framework for modelling forest health by Poona, Nitesh Keshavelal

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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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Fluoroscopy based needle-positioning system for percutaneous nephrolithotomy procedures by Conradie, Jean-Pierre

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