Classification in high dimensional data using sparse techniques by Stulumani, Agrippa

Subjects: “…High dimensional data…”
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Preconditioning for feature selection in classification by Pretorius, Jani

Subjects: “…High-dimensional data -- Statistical methods…”
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Outcome selection in longitudinal analysis of immunological data by Holcroft, Shannon

“…This dissertation explores an outcome selection technique for longitudinal immunological data, addressing current methodological limitations and proposing improvements. …”
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Statistical classification procedures for analyisng functional data by Orsmond, Chane

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A Computational Intelligence Approach to Clustering of Temporal Data

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Visualising data through biplots using Categorical PCA and clustering by Van Dyk, Wilmari

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Feature selection in gene expression data for disease progression prediction by Kritzinger, Daniel Strauss

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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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Statistical classification in high-dimensional scenarios with a focus on microarray data sets by Rodseth, Tessa Louise

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Big data analytics and firm performance: The role of knowledge sharing and organisational factors

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Efficient access network selection and data demand prediction for 5G systems by Paul, Udita

“…Additionally, based on the traffic analysis, the optimal dimensions of the data centre in different regions are heuristically obtained. …”
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The impact of data breaches of varying severity on the customer loyalty of high net worth individuals in retail banking

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A Physics-Informed, Data-Driven Framework for Spatially Resolved Motion Sickness Prediction on The SA Agulhas II by Melim, Micaela Do Amaral

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Identifying social indicators for the BRICS using public data: an investigation of the school dropout phenomenon in Brazil, India and South Africa by Chetty, Krish

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

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Categorical CVA biplots by Rodwell, David Timothy

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Fast design and optimisation of one-dimensional microstrip patch antenna arrays by Klopper, Brandt

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Comparative analysis of household food access indicators in Zimbabwe by Butau-Mocho, Blessing

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