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Predicting household poverty with machine learning methods: the case of Malawi
Published 2022“…These supervised learning algorithms were trained using 10-fold cross-validation. …”
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Queue scheduling the Alan Cousins Telescope
Published 2020“…The next phase is the implementation of an automated scheduler that will generate a queue of valid observations for each night of observation. Queue scheduling algorithms are widely used in astronomy and the aim of this dissertation is to present a strawman scheduler that will generate the nightly observation queue. …”
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Classification and visualisation of text documents using networks
Published 2019“…We also applied three machine learning algorithms, naïve Bayes, neural networks and support vector machines. …”
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Scalable hierarchical evolution strategies
Published 2023“…However, current HRL algorithms are relatively slow and brittle to hyperparameter changes. …”
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Valuing American-style derivatives by simulation : alternative regression-based methods
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Ant Colony Optimization approaches for the Sequential Ordering Problem
Published 2014“…s (2012) Enhanced Ant Colony System (EACS) model, a model which heavily increases the exploitation bias of the already highly exploitative ACS model in order to gain the bene t of increased speed. Our algorithm aims to strike a balance between these two models. …”
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Model development to improve patient safety in the operating theatre
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Improved trail usability and information accessibility for the nature reserves of Tshwane - a geoinformation science approach
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Image reconstruction in radio astronomy with non-coplanar synthesis arrays
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Robust portfolio construction: using resampled efficiency in combination with covariance shrinkage
Published 2018“…In particular the thesis considers two techniques in this area that aim to improve portfolio construction, and consequently portfolio performance. …”
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Towards high fidelity mapping of global inland water quality using earth observation data
Published 2021“…This body of work aims to contribute advancements towards developing globally applicable water quality retrieval models using Earth Observation data for freshwater systems. …”
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Wavelet-based speech enhancement : a statistical approach
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How can virtual implementation modelling inform the scale-up of new molecular diagnostic tools for tuberculosis?
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Optimal allocation of distributed generation for power loss reduction and voltage profile improvement
Published 2016“…The majority of the proposed algorithms emphasize real power losses only in their formulations. …”
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Data replication and update propagation in XML P2P data management systems
Published 2023“…We also propose a lazy update propagation algorithm to propagate updates to replicas. Experiments show that the data replication algorithms improve data availability in our experimental network environment. …”
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Beamforming and scan pattern performance evaluation of rotating maritime multi-beam phased array surveillance radar
Published 2024“…Coherent and noncoherent (surface only) processing algorithms were used. Complex clutter data sets from the CSIR Fynmeet sea clutter measurement trial were adapted according to the Georgia Institute of Technology (GIT) model, clutter area model and radar range equation to be inserted into each pulse. …”
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Exploring an innovative method for the automatic recognition of cortical sulci in cranial endocasts
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The design and implementation of a radar simulator
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