Reinforcement Learning-based Access Schemes in Cognitive Radio Networks by ElGuindy, Ehab Maged

“…In this thesis, we propose different MAC protocols based on three Reinforcement Learning (RL) approaches, namely Q-Learning, Deep Q-Network (DQN), and Deep Deterministic Policy Gradient (DDPG). …”
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A Machine Learning Approach to Predicting the Employability of a Graduate by Modibane, Masego

“…The aim for the dissertation is to build a machine learning classification model that can predict a students likelihood to become employed, based on their student data (for example, their GPA, degree/s held etc). …”
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Using Supervised Learning Methods to Credit Score Informal Merchants by Kazimoto, Derick

“…This study aims to address this issue by developing data-driven credit scoring models for informal merchants using supervised learning methods. …”
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Multitask learning and data distribution search in visual relationship recognition by Josias, Shane

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Neurocontroller development for nonlinear processes utilising evolutionary reinforcement learning by Conradie, Alex van Eck

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Deep Learning for Multi-Tissue Cancer Classification of Gene Expressions by Khorshed, Tarek

“…We demonstrate how our model can be used for transfer learning to build classifiers for tumors lacking sufficient samples to be trained independently. …”
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Predictive Maintenance in Rail Transportation: An Explainable Machine Learning Approach by Mabaso, Nelisa Zamantungwa Sphumelele

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Direct and indirect multimodal few-shot learning of speech and images by Nortje, Leanne

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Evaluation of hope, courage, and love of learning as predictors of academic performance by Klue, Chevonne

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The Process of Transformative Learning in Executive Coaching : a Realist Evaluation

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An action learning approach to entrepreneurial creativity, innovation and opportunity finding

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Mobile devices in a blended learning environment in higher education

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Effecting organisation change in Eskom by creating a learning environment

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Education leadership learning : the experiences and perceptions of MEder's degree students

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The design and use of an outdoor learning environment for sensory and motor stimulation

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Enabling organisational knowledge through action learning : an epistemological study by Van Niekerk, Herman J.

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Activities of champions implementing e-Learning processes in higher education

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Exploring how process oriented guided inquiry learning elicits learners’ reasoning about stoichiometry

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