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Convolutional Neural Networks for Robust Fynbos Leaf Classification: Enabling Trustworthy Machine Learning in Botanical Science
Published 2025“…The thesis intends to combat many of the pitfalls of using CNN technology such as working with small datasets and provides a novel approach for dealing with image quality issues and over-fitting that arise from working with limited data. …”
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Epistemic opacity: a feature not a bug: an exploration into the relationship between brains and ANNs
Published 2026“…Within a strictly engineering paradigm, attempts to explain the internal reasoning of these networks remain unsatisfying. …”
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Modeling change in a manufacturing facility in a continously changing environment
Published 2014Get full text
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Carbonation of cement stabilised materials in pavement layers
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Modelling the technical influence of randomly distributed solar PV uptake on electrical distribution networks
Published 2019Get full text
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3D printing of eco-friendly concrete incorporating recycled plastic waste (RESIN8) as fine aggregate
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Empirical study of heavy vehicle operating speeds on mountainous downgrades in the Western Cape, South Africa
Published 2016Get full text
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Modelling methodology for assessing the impact of new technology on complex sociotechnical systems
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An economic order quantity model for imperfect and deteriorating items with freshness and inventory level-dependent demand
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Phase equilibrium of limonene, p-cymene, indane, butylbenzene and 1,2,3-trimethylbenzene at subatmospheric conditions
Published 2018Get full text
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Development of a wake and backwater prediction approach for hydrokinetic turbines
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Growth factor-free and antimicrobial elastic nanocomposites for bone regeneration
Published 2019“…However, it lacks the bioactive and antimicrobial properties that are essential for bone tissue engineering scaffolds. To address these issues, herein, PEGylated PGS with different PEG ratios was mixed with PCL to obtain uniform electrospun mats. …”
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Bridging urban discontent
Published 2018“…While there are large engineering solutions to such problems, this project seeks architectural solutions. …”
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Site specific traffic load factor approach for the assessment of existing bridges
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An exploration of the contents of an integrated household energy safety policy for South Africa's informal settlements
Published 2016Get full text
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