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Understanding student travel preferences in Mahikeng: A hybrid choice modelling approach within the theory of planned behaviour
Published 2019“…Utilities are estimated in the form of multinomial logit models that are group (class) specific. …”
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Modelling attrition in the Eastern Cape public health system using multilevel survival analysis and machine learning methods
Published 2024“…The application of both statistical and machine learning (ML) modelling techniques were thus explored in this investigation, however, only one statistical modelling method (multilevel discrete-time event models) and three ML modelling methods (multi-layer perceptron neural networks, generalized linear mixed-model trees, and tree-based mixed effect models) were explored. …”
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The use of Building Information Modelling (BIM) to aid in creating optimal design and construction of real estate buildings in Ghana
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From corporate social responsibility to brand activism and the effect on customer loyalty : a structural equation modelling approach
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Developing an integrated energy plan for South Africa using the energy models LEAP and MARKAL
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Restoration of the South African power system after a blackout incident
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The Development of a Calibration Methodology for a Realistic Primary Settling Tank (PST) Model
Published 2023“…This project introduces (i) the modification of the University of Cape Town Primary Sedimentation Unit (UCTPSU) physical process model of Polorigni (2020), by the inclusion of hydrolysis and acid fermentation bio-processes and (ii) calibration of the UCTPSU model through (a) the performance of a sensitivity analysis on the modified UCTPSU model and (b) utilisation of information generated from settleometer tests and augmented bio-methane potential (ABMP) tests to accurately predict the characteristics of PS to AD and settled wastewater to AS systems, hence allow for accurate tracking of elements along the entire WRRF, when using the model for design and optimised operation of WRRF systems. …”
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Knowledge discovery and anomalies — towards a dynamic decision-making model for medical informatics
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Building a Model for stock exchange growth in Africa: Learnings from the BRICS exchanges
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Development of sea ice diagnostic tools for high-resolution simulations of the Climate Model Intercomparison Project (HiResMIP)
Published 2026“…Developed in Python, cloud-ready datasets and computing capabilities are utilized to eliminate the need for local download of large model datasets and extensive computational capacity. …”
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The role of online and social media in combating sexual harassment in Egypt
Published 2018“…The study is based on a theoretical framework built on the Social Ecological Model, and seeks to identify how online and social media could be utilized along its five levels to combat harassment through social change, social mobilization, and advocacy. …”
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Slow active suspension control for rollover prevention
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Opportunities for short-sea shipping in the Southern African Development Community (SADC) region: evidence based on discrete choice modelling
Published 2020“…Discrete choice modeling permits the construction of general utility functions incorporating various decision maker characteristics and choice attributes to elicit preference of respondents. …”
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A CMIP5 Model Selection Specific to South Africa's Winter Rainfall Zone
Published 2023“…The same scoring methods were then utilised to create a genealogy of models attaining similar results to that of Knutti, Masson & Gettelman (2013). …”
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An artificial neural network model for forecasting daily global solar radiation in Ibadan, Nigeria
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Contextual intelligence : a leadership model for engineering and construction management companies in South Africa
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