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Latent analysis of unsupervised latent variable models in fault diagnostics of rotating machinery under stationary and time-varying operating conditions
Published 2021Subjects: “…Latent Variable Models…”
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The role of toy libraries in the provision of play-based learning opportunities for young children
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Performance ranking of artificial neural network learning algorithms in solar radiation forecast
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Language and the opportunity to learn science in bilingual classrooms in the Eastern Cape, South Africa
Published 2017“…The notion of 'opportunity to learn' proposes that learners cannot be held accountable for their performance in such assessments if they have not been provided with the opportunity to learn the content assessed. …”
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Rail surface anomaly detection : a deep learning . approach for computer vision
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Experiences of clinical educators on barriers and enhancers in the facilitation of nursing students’ clinical learning
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Rail surface anomaly detection : a deep learning approach for computer vision
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The theory and practice of undergraduate nursing ethics education programs in South Africa and Namibia : a critical appraisal
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Empirical Analysis ot the Top 800 Cryptocurrencies using Machine Learning Techniques
Published 2020“…The data set is used to build supervised and unsupervised machine learning models. The prediction accuracies varied amongst labels and all remained below 90%. …”
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Dynamic Hand Gesture Recognition Using Ultrasonic Sonar Sensors and Deep Learning
Published 2022“…These six channels are used as inputs to the deep learning models. Two different deep learning algorithms were used to classify the hand gestures; a Doppler biLSTM network [1] and a CNN [2]. …”
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Machine learning approach to slice admission control in 5G wireless network
Published 2026“…The thesis introduces inter-domain resource models for n-class zoned 5G slices. By increasing the probability of admission during periods of resource availability, the findings demonstrate that the reinforcement learning agent improves long-term utility and fairness by 68.2%. …”
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Open-set learning with augmented category by exploiting unlabelled data (Open-LACU)
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A comparison framework for deep learning RFI detection algorithms in radio astronomy
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Wiskundekurrikulumontwikkeling vir die senior sekondere fase
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The Development of a Reduced Order Model for Prediction of Haemodynamic and Biochemical Changes in a Computational Cerebral Aneurysm Thrombosis Model
Published 2024“…The CFD results were used to build reduced-order models using machine learning algorithms. Multiple polynomial regression and logistic regression machine learning algorithms were used to predict clot size in patients. …”
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The counter test : assessment in a multi-cultural context
Published 2023“…It is proposed that this results from the underlying assumptions of conventional tests. Contextual models (which argue that cognitive ability is socially determined) and research pertaining to Piagetian theory argue that understanding children's socio-ecological contexts, as well as their underlying cognitive processes, enhances assessment of cognitive ability/ competence. …”
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Investigating teaching and learning support for students with hearing impairment at a university in the Western Cape
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Genetic Programming Approach for Nonstationary Data Analytics
Published 2021Subjects: “…Machine learning…”
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Detecting Electrical Submersible Pump (ESP) Failures and Estimating Run Life Using Artificial Neural Networks
Published 2025Subjects: “…Models…”
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