Hydraulic Data Preprocessing for Anomaly Based Intrusion Detection on SCADA Level of Water Treatment Systems by Mboweni, Ignitious

“…The best performance was achieved when the preprocessed dataset was randomly split into training and testing, yielding a significant improvement in accuracy, F1 score and time to detection for both algorithms used in the study, namely Fine Tree and Boosted Trees Ensemble.…”
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Concept demonstrator for a decision support tool for agricultural applications by Van Rooyen, J. C.

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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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The dynamic modelling of a laboratory-scale packed distillation column, used to separate mixtures of tetrafluoroethylene, hexafluoropropylene and octafluorocyclobutane at sub-zero...

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Improved explainability through uncertainty estimation in automatic target recognition of SAR images

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Spatiotemporal Performance Analysis to Identify Degradation Trends in a Utility-Scale PV Plant by Bekker, Neil Francois

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Growth-based computer aided design strategies for multimode waveguide design with the aid of functional blocks by Vale, Christopher A. W.

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A generic computer vision human activity recognition tool. by Jacobs, Johannes Jacobus

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Money Laundering Alert Prioritisation Using Machine Learning and Benford’s Law by Spies, Luka

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Development of a stereo vision mixed reality framework by Le Roux, Christiaan Johannes Hendrik

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Digital control of line-interactive UPS by Van Papendorp, J. F.

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A predictive model for precision tree measurements using applied machine learning by Pieterse, Johannes Lodewyk

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A computer vision framework towards automated scene understanding & analysis by De Greeff, Sarah-lee

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Towards a nuanced view of diagnostic test properties: an application to transfusion transmitted risk estimation by Bingham, Jeremy

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The impact of HIV status on staging, treatment and outcomes in locally advanced cervical carcinoma by Simonds, Hannah

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Extracting failure modes from unstructured, natural language text by Malan, Francina

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Load management of electric water heaters in a smart grid through forecasting and intelligent centralised control by Roux, Marcel

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Upset detection for passenger airliners using classification of anemometric and inertial sensor data by Malan, Pieter Jacobus

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Mobile tolerant hybrid network routing protocol for wireless sensor networks

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Machine learning and high spatial resolution multi-temporal Sentinel-2 imagery for crop type classification by Maponya, Mmamokoma Grace

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