Development of a crane load software application for electric driven overhead travelling bridge cranes in accordance with SANS 10160-6:2010 by De Waal, Arthur William

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Investigating the use of machine learning to value contingent claims

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Using deep learning to classify community network traffic by Matowe, Chiratidzo

“…Numerous studies on traffic classification make use of the Machine Learning (ML) and single Deep Learning (DL) models. …”
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Applications of Machine Learning in Apple Crop Yield Prediction by van den Heever, Deirdre

“…The final machine learning model outperforms simple estimator models showing that a data-driven approach using machine learning methods has the potential to benefit apple growers.…”
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Characterizing the digital planetarium as a teaching and learning space by Sivitilli, Alexander

“…In addition to addressing the initial lines of inquiry, the localized models were then supplemented with broader cognitive models, in particular Working Memory (WM) and Cognitive Load Theory (CLT). …”
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Deep Learning-Based Brain Tumour Detection and Classification by Liza, Ansu

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Implementation of machine learning techniques for railway wheel prognostics by Du Plessis, Johannes Andreas

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Training neural word embeddings for transfer learning and translation by Gouws, Stephan

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The effect of learning and cost optimization on line of balance scheduling by Zahran, Kareem Essam

“…Furthermore, a hypothetical case study was applied to verify the developed approach and to prove that the model gives accurate results. The developed tool proved to provide the planner/scheduler with near optimum costs, durations, and resources due to applying learning and cost/time optimization. …”
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Empirical modelling in non-linear predictive control : a coffee roaster application

Subjects: “…Model predictive control…”
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Classification of Selected Cardiac Abnormalities through Machine Learning. by Murugan, Kalavaani

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Evaluating the effectiveness of neural network techniques in the forecasting of South African basic fuel prices by Kingwill, Russell

Subjects: “…Machine learning…”
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Array completion methods for thermodynamic data generation by Middleton, Francesca

Subjects: “…Thermodynamic models…”
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FPGA accelerated radio galaxy classification with a Fourier convolutional neural network by Edwards, Barend Jacobus

Subjects: “…Machine learning -- Mathematical models…”
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Evolutionary algorithms for optimising reinforcement learning policy approximation by Cuningham, Blake

“…The approach found models that were able to train reinforcement learning agents faster, and with fewer parameters than that found by OpenAI’s model in Blackwell et al. (2018) - a superhuman level of performance.…”
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A critical-hermeneutical inquiry of schools as learning organisations by Beukes, Cecil Joseph

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Student perceptions of blended learning interventions in teaching auditing

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Classification of customer complaints using machine learning algorithms by Kgomo, Teballo

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The role of tutor development in a flexible learning system by Grundling, Gertruida Jeanette

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Exploration of reinforcement learning algorithms implemented in the Wrapslide environment by Jordaan, Ruan

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