Preconditioning for feature selection in classification by Pretorius, Jani

Subjects: “…High-dimensional data -- Statistical methods…”
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Statistical classification in high-dimensional scenarios with a focus on microarray data sets by Rodseth, Tessa Louise

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Statistical classification procedures for analyisng functional data by Orsmond, Chane

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An application of copulas to improve PCA biplots for multivariate extremes by Perrang, Justin

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Identifying decision boundaries to explain black-box machine learning predictions by Rowan, Adriaan Izak

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ISO-maps for Non-linear Dimension Reduction - Addressing Geometric and Numerical Issues Observed in Practice by Evert, Francois

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Categorical CVA biplots by Rodwell, David Timothy

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Design and Evaluation of an AI-Driven Pipeline for Synthetic Tabular Data Generation by Sims-Handcock, Chad Calvin

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Virtual reality assisted fluorescence microscopy data visualisation and analysis for improved understanding of molecular structures implicated in neurodegenerative diseases by Theart, Rensu P.

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Geospatial capacity allocation framework of wind and solar renewable generation for optimal grid support by Van Staden, Chantelle

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Use of the TRAC PAC as a microcomputer-based laboratory (MBL) tool for addressing misconceptions in kinematics and kinematic graphs held by secondary school learners by Green, W. J.(Whitfield James)

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A psychometric investigation of the Bem sex role inventory among Western Cape psychology one students by Betts, John David

“…Stratified random samples were drawn from the student populations. Quantitative methods were used to gather the data, namely the BSRI. …”
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A contextual study of the relationships between entrepreneurial orientation dimensions and employment growth of small businesses

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Practical Lane Detection for Medium-to-High Density Traffic in Unstructured or Partially Occluded Roads by Shehata, Bola Marei Kamel, M. Sc.

“…No specific challenges were faced during data collection. Validation and verification procedures were designed to test the developed solution on qualitative and quantitative dimensions. …”
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Analysing the relationship between seed security and food security: the case of Chimanimani district, Zimbabwe by Ncube, Bulisani Lloyd

“…Quantitative data were subjected to statistical analyses while qualitative data were analysed for themes and trends. …”
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Modelling targeted procurement strategies and relationship quality criteria influencing the development of small contractors in South Africa by Adediran, Abdulrauf

“…The research further examines whether the quality of relationships in the project supply chain mediates the relationship between targeted procurement strategies used and contractor development. An embedded mixed methods research approach was adopted, that primarily employed quantitative (survey) means of data collection, and supported by secondary qualitative data (focus group interview) which was conducted concurrently. …”
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The interactions of employee engagement, telecommuting and performance for the future of work

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