The Effect of Dataset Size on the Performance of Classification Algorithms for Credit Scoring by Gidlow, Liam

“…This dissertation extends the research into the benchmarking of different classification algorithms by looking to establish the effect that the size of a training dataset has on the relative performance of different algorithms. …”
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A non-intrusive video tracking method to measure movement of a moored vessel by Kieviet, Johan

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Performance analysis of text classification algorithms for PubMed articles by Savvi, Suzana

“…Of all of the classifier models trained, logistic regression on Tf-idf vectorised entities achieved highest accuracy. …”
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Reinforcement learning for algorithmic day trading on the Johannesburg Stock Exchange by Richards, Nicole

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Efficient approximations of the multi-sensor labelled multi-Bernoulli filter by Robertson, Stuart

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Calibration system for the Tracking Accuracy Measurement System (TAMS) using differential GPS (dGPS) by Mountain, Alan Neil

“…Post mission, the raw GPS is differentially corrected. An algorithm was written in Matlab for the purpose of comparing the dGPS measurements and the sensor measurements, once suitable interpolation and correction for sensor latency has taken place. …”
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Application of Chebyshev approximation techniques applied to banking risk calculations

Subjects: “…Tensors-train format and completion algorithm…”
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Reliable Outdoor Ai-Based Autonomous Uav Localization and Trajectory Tracking Using Cellular Networks by Afifi, Ghada

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A Bore-sight Motion Detection Algorithm for Satellite Attitude Control by Visagie, Lourens

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Shunt active power filtering algorithms for unbalanced, non-linear loads by Gous, Marthinus Gerhardus Faculin

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Training neural networks for informal road extraction

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A hybrid deep learning based algorithm for gamma spectroscopy analysis by Buckton, Calib

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Modelling and Tracking of the Global Maximum Power Point in Shaded Solar PV Systems Using Computational Intelligence by Sagonda, Arnold Farai

“…The complete PV system with a maximum power point tracking (MPPT) includes the solar panel array, MPPT algorithm and a DC-DC converter topology. …”
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A study for the development of a laser tracking system utilizing multilateration for high accuracy dimensional metrology by Greeff, Gabriel Pieter

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

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A comparison framework for deep learning RFI detection algorithms in radio astronomy by Du Toit, Charl

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A LULU noise removal algorithm for images using principal component analysis

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The design, implementation of a moving platform landing algorithm for an unmanned autonomous helicopter by Bellstedt, Philip

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A comparison between existing mortality risk algorithms and machine learning techniques by Scholtz, Jenny

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