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Topology control in wireless ad hoc networks
Published 2014Get full text
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A machine learning hybrid approach to forecasting equity returns volatility: A South African perspective.
Published 2025“…Furthermore, based on the results of this study it can be argued that GET LSTM, GT-LSTM and ET-LSTM are the most effective financial market returns forecasting models considered, at least as it relates to the South African equities market. …”
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Systematic conservation planning and South Africa's Forest Biome: An assesment of the conservation status of South Africa's forest and reccomdentations for their conservation
Published 2014“…A high proportion of species occurring in forests are threatened and endemic. At least 56 forest occurring vascular plants and approximately 88 forest occurring faunal species are listed as IUCN red data species. …”
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Process monitoring with restricted Boltzmann machines
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Person of interest rapid identification and tracking (POIRIT) assistance system
Published 2024“…However, this progress gave rise to new issues, as terrorist and militant factions covertly infiltrated cities, engaging in both acts of terror and street crime, thereby compromising urban safety. …”
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Design method development and software implementation for fibre-reinforced concrete slabs-on-ground
Published 2017Get full text
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An automated computer-assisted approximation of the nose in South Africans from CBCT (Cone Beam Computed Tomography) scans
Published 2019Get full text
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InSAR time series analysis and machine learning for ground subsidence monitoring and susceptibility mapping in Midvaal, South Africa
Published 2025“…Subsequently, machine learning algorithms including Random Forest, XGBoost, LightGBM, and CNN were employed to create ground subsidence susceptibility maps and classify the region into five risk zones: Very Low, Low, Moderate, High, and Very High. …”
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Metaheuristics for petrochemical blending problems
Published 2010“…In this study the best blend means the least-cost blend of ingredients (input) required to meet a minimum level of product (output) speci cations. …”
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Approaching authenticity issues in processed meat products by using hyperspectral imaging and chemometrics
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Neurocognition and thought disorder : it’s association, temporal stability and outcome correlates in first-episode psychosis
Published 2015Get full text
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The development of a hardware-in-the-loop platform for the attitude determination and control testing of a small satellite
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The deployment of a spinning solar sail
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Maternal syphilis in a rural and urban community in Western Cape, South Africa: a cross-sectional analysis
Published 2025“…While syphilis screening is mandated for all pregnant women in SA, the complexities of screening algorithms and result interpretation, as well as resource constraints, remain a challenge. …”
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On the inducibility of rooted trees
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Large–scale data–driven network analysis of human–plasmodium falciparum interactome: extracting essential targets and processes for malaria drug discovery
Published 2020“…Developed algorithms and a large-scale data-driven computational framework were used in this study to analyze the datasets and the constructed networks to identify densely connected subnetworks or hubs essential for network stability and integrity. …”
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