Ear-based biometric authentication by Kohlakala, Aviwe

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Predictive Maintenance in Rail Transportation: An Explainable Machine Learning Approach by Mabaso, Nelisa Zamantungwa Sphumelele

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Radar-Based Multi-Target Classification Using Deep Learning by Mashanda, Nyasha Ernest

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Multilingual acoustic word embeddings for zero-resource languages by Jacobs, Chrsitiaan

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Wearable device localisation and its effect on activity recognition using machine learning

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APIC: A method for automated pattern identification and classification by Goss, Ryan Gavin

“…In chapter 4, the proposed method demonstrated improved efficacy over comparable systems, automatically identifying and classifying complex application protocols traversing IP networks. …”
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Dynamic Hand Gesture Recognition Using Ultrasonic Sonar Sensors and Deep Learning by Lin, Chiao-Shing

“…The goal of this study was to build and design a Sonar system that can classify hand gestures using a machine learning approach. …”
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Compromised affect and learning associated with Crouzon Syndrome – a clinical case study

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A machine learning approach to detect insider threats in emails caused by human behaviour

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Using machine learning techniques in developing an autonomous network orchestration scheme in 5g networks by Mohamad, Anfar Mohamad Rimas

“…The goal of this study is to identifying web-tasks by capturing the network data packets flowing in and out of the system and perform an application-based classification by using machine learning techniques. …”
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A meta-learning framework for link prediction algorithm selection based on network structure analysis by Brown, Lienke Marie

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Evaluating deep learning for enhanced breast cancer diagnosis: a comparative analysis of CNN architectures by Frankle, Solyle

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Few-shot Learning for Joint Classification of Instrument, Pitch, and Playing Technique of Tones Produced by Bowed String Instruments

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Land rights in sub-Saharan Africa : measuring impact with satellite images, machine learning and citizen science by Chingozha, Tawanda

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The quality assurance of teaching and learning in higher education in South Africa : an analysis of national policy development and stakeholder response by Luckett, Kathleen Margaret

“…The context of this study is the introduction of a new national quality assurance system for South African higher education by an agency of the Department of Education. …”
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Detecting fraud in cellular telephone networks by Van Heerden, Johan H.

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Automated remote industrial inspection platform using spot by Roux, Dominic

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The City of Tshwane Agri-parks initiative as a case study for the sustainable intensification of smallholder agriculture in South Africa

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Exploring the class imbalance problem in text classification by Bezuidenhout, Jean-Pierre

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Detecting Electrical Submersible Pump (ESP) Failures and Estimating Run Life Using Artificial Neural Networks by Sobhy, Mostafa Ahmed

“…In this thesis, a comprehensive Machine Learning (ML) and Deep Learning (DL) framework was introduced for ESPs that simultaneously estimates remaining useful life (RUL) while predicting and classifying failure types. …”
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