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Identification of new therapeutic compounds against carbapenemase-producing Klebsiella pneumoniae using a novel agar-based high-throughput microarray compound screening approach
Published 2024“…To achieve this, an agar-based microarray assay, modeled based on the standard disc diffusion assay, was developed by optimizing the assay parameters, including the cellulose nanofiber (CNF) immobilization matrix, polymer component of the printing solution, inoculum, agar thickness, and agar concentration. …”
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Nano-graphite as a functional additive for rotationally mouldable polymers and phase change materials for energy storage
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Applying imputation and statistical learning to predict gamma-glutamyl transferase in underwriting data
Published 2024“…This indicates that further research is required before insurers can reliably switch out blood-work based GGT results for those from a supervised learning model. …”
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Skills Requirements for Business Intelligence, Business Analytics, Big Data Analytics, and Data Science: An Analysis of South African Professionals
Published 2023“…The significant skills categories which were shown as needed across all the domains were Data manipulation and processing (Manipulate data using SQL, Transform data from different sources and load it to extract insights (ETL), Formulate validation strategies and methods to ensure accurate and reliable data, Ensure correct data and error handling, Perform data analysis and validation, Soft skills (Communicate effectively, verbally and in writing, Exhibit time management skills, Prioritize workload and work well under pressure, Demonstrate problem-solving skills, Demonstrate excellent analytical skills, Be able to work independently, Apply creativity and innovation), Designing and Coding (Apply agile development processes to achieve outstanding data solutions, Perform data modelling with SQL), and Reporting (Extract insights and trends from data). …”
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Nitrification and denitrification kinetics in the activated sludge process
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Saliency Mapping in Convolutional Neural Networks to Determine Brain Age Trajectories
Published 2023“…In this work, a ResNet model was trained as a BA regressor on T1 structural brain MRI volumes from a small cross-sectional cohort of 524 individuals. …”
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Data Challenges in Constructing a Regional Tourism Satellite Account in an Emerging Destination Context
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Identifying temperature breaks in the export cold chain of navel oranges : a Western Cape case
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Design and implementation of a high strain Town rate biaxial tension test for elastomeric materials and biological soft tissue
Published 2020“…The composite skin simulant is characterised using a modified version of the anisotropic skin model developed by Weiss et al (1996) [4], and the pure silicone membranes are characterised using the Ogden hyper-elastic model.…”
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Deep Learning-Based Visual Localisation and Navigation for the Voyager Mobile Robotic Platform
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The modern asset: Big Data and Information Valuation
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Probabilistic analysis of monthly peak factors in a regional water distribution system
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Radio Frequency Interference: Simulations for Radio Interferometry Arrays
Published 2021“…To address this stumbling block we present RFIsim, a radio interferometry simulator that includes the telescope properties of the MeerKAT array, a sky model based on previous radio surveys coupled with an RFI model designed to reproduce actual RFI seen at the MeerKAT site. …”
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