Semi-Supervised Transfer Learning for medical images as an alternative to ImageNet Transfer Learning by Nkwentsha, Xolisani

“…These results demonstrate that learning features from unlabelled medical images for transfer learning for medical imaging tasks is more effective than transfer learning from natural images, at least for the problem of pneumonia detection.…”
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Deep learning for supernovae detection by Amar, Gilad

“…This thesis explores the potential of using state-of-the-art machine learning algorithms to handle this burden more accurately and quickly than trained astronomers. …”
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Reinforcement learning for telescope optimisation by Blows, Curtly

“…Hence while there are indications that reinforcement learning algorithms could work, more sophisticated algorithms and simulations are needed.…”
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In Defence of Idiosyncratic Learning Experiences

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Learning systemic management practice by Shaw, Corrinne

“…Based on the findings derived from this qualitative analysis, the process of learning of systems thinking is outlined as a practice involving the selection and interpretation of events which evolve from the starting out phase, where students become interested in learning, and then outlines progress through the phases of assimilation and, changes in knowledge, culminating in more complex learning phases described as integration and adaptation. …”
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Learning to Coordinate Efficiently through Multiagent Soft Q-Learning in the presence of Game-Theoretic Pathologies by Danisa, Siphelele

“…While this will occur more often in multiagent independent learner problems, it is present in joint-learner problems when information is not used efficiently in the learning process. …”
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Improving lessons learned practice in architectural practices: systematic conversion of lessons learned into improvement actions by Beraki ,Teklehaimanot Tewelde

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Learning takes place : how Cape Town youth learn through dialogue in different places by Cooper, Adam Leon

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Philosophical enquiry and autism: story/ing/ied bags of unexpected human and more-than-human encounters in speech-language therapy and classroom spaces by Babamia, Sumaya

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Low-resource neural machine translation for Southern African languages by Nyoni, Evander EL-Tabonah

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Multiscale image representation in deep learning

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The architecture of learning environments and community integration by Botha, Lezanne

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The impact of project learning on strategic change

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Bayesian machine learning : theory and applications by Payne, Megan Wendy

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Communication tools for distance learning students by Cossa, Adele

“…Therefore, more effective communication tools can help to enhance the success of a distance learning curriculum. …”
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Learning to clean heritage point clouds by Hayward, Luc

“…The remaining models are slower to train and required more human labelling, while the Random Forest is e↵ective only on simple scans, where a machine learning model would be ine�cient to train. …”
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Application of statistics and machine learning in healthcare by Van der Merwe, Schalk Gerhardus

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Opportunities to learn in isiNdebele textbooks

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