Targeted projection pursuit tool for gene expression visualisation

Faith, Joe and Brockway, Michael (2006) Targeted projection pursuit tool for gene expression visualisation. Journal of Integrative Bioinformatics, 3 (2). p. 43. ISSN 1613-4516

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Official URL: http://dx.doi.org/10.2390/biecoll-jib-2006-43

Abstract

A tool is introduced that uses a novel technique to enable users to explore two-dimensional views of high dimensional gene expression data sets. Unlike other such tools, the interface is intuitive and efficient, allowing the user to easily select views that meet their requirements. The tool is tested on publicly available gene expression data sets and demonstrated to find views that show the seperation of gene expression data sets into classes more effectively than standard dimension-reduction methods.

Item Type: Article
Subjects: G600 Software Engineering
G700 Artificial Intelligence
Department: Faculties > Engineering and Environment > Computer Science and Digital Technologies
Depositing User: Sarah Howells
Date Deposited: 10 Dec 2012 13:18
Last Modified: 10 Aug 2015 11:32
URI: http://nrl.northumbria.ac.uk/id/eprint/10587

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