Intelligent assistive technology devices for persons with dementia : a scoping review

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Unsupervised Machine Learning Application for the Identification of Kimberlite Ore Facie using Convolutional Neural Networks and Deep Embedded Clustering by Langton, Sean

“…These individual rock images are extracted and used for the second phase of the modelling pipeline - utilizing an unsupervised clustering method known as Convolutional Deep Embedded Clustering with Data Augmentation (ConvDEC-DA). The clustering phase of this research provides a method to group feed material rocks into their respective types or facie using features developed from the auto-encoder portion of the ConvDEC-DA modelling. …”
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Techno-economic study for sugarcane basse to liquid biofuels in South Africa: a comparison between biological and thermological process routes by University of Stellenbosch. Faculty of Engineering. Centre for Renewable and Sustainable Energy Studies, Liebbrand, N. H., Knoetze, J. H., Gorgens, J.

“…This was followed by enzymatic hydrolysis and separate co-fermentation. Pyrolysis data for production of bio-oil via fast and vacuum pyrolysis was also collected. …”
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Pervaporation of ethanol-water solutions using commercially available pervaporation membranes by Akoodi, Aaisha

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CARAD: Computer-aided Analysis of Radio Astronomy Data by Machetho, Stephen Ndung’u

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Evaluating automated and hybrid neural disambiguation for African historical named entities by Dunn, Jarryd

“…Thus the system was augmented with handcrafted rules to improve its performance. …”
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Derivation and implementation of an extended entity-relationship data model by Greeff, Jeanette

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Perceptual depth cues in support of medical data visualisation by Lyness, Caleb A

“…Two visualisation systems are explored: one to display X-ray data and the other to display volumetric data. The systems are enhanced using stereoscopic and motion PDCs. …”
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The effect of oat silage replacement with wheat straw in dairy cow diets on animal performance, rumen fermentation and adequacy of CPM dairy model predictions by Swiegers, Johannes Pieter

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Generating new data points using singular value decomposition by Biyana, Tlhologello

“…While minor deviations are noted in specific scenarios, the study underscores potential of SVD in generating new data points from the original data sets, making it a valuable tool for data augmentation and analysis across diverse data sets.…”
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Network-based contextualisation of LC-MS/MS proteomics data by Geiger, Armin Guntram

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Evaluating the effect of environmental parameters on the dynamics of the wine yeast consortium by Bagheri, Bahareh

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Test-retest reliability of the Picture My Participation Instrument

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The use of ringing data in the study of climatic influences on common passerines by Jansen, Dorine Yvette Manon

“…This thesis used available long-term ringing data collected by volunteers, augmented by data from research projects, to investigate the influence of climatic variation on survival of 10 common passerines in southern Africa. …”
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South African isiZulu and siSwati news corpus creation, annotation and categorisation

Subjects: “…Data Augmentation…”
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Selection and metabolic characterization of mesophylic starter cultures for optimizing the sensory attributes of fruit flavoured Maas by Arendse, Garron Mark

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Nitrogen utilisation of selected non-Saccharomyces yeasts and the impact on volatile compound production by De Koker, Simone

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From text annotation to an auto-regressive language model for sentiment analysis in South African financial reviews

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School-based abuse prevention for children with communicative and/or cognitive disabilities : guidelines for program implementation

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