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Using a single neuron as a marker selector - A breast cancer case study

Blazadonakis, ME and Perperoglou, A and Zervakis, M (2007) 'Using a single neuron as a marker selector - A breast cancer case study.' Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. 4219 - 4222. ISSN 0589-1019

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Abstract

The problem of marker selection in DNA microarray analysis has been mostly addressed by linear methods. RFE-SVM is such a representative method where a linear kernel is used as the basic tool to address the problem. On the other hand a single neuron is known to be a linear estimator. In this study we explore such a single neuron to address the problem of marker selection. © 2007 IEEE.

Item Type: Article
Subjects: Q Science > QA Mathematics
Divisions: Faculty of Science and Health > Mathematical Sciences, Department of
Depositing User: Aris Perperoglou
Date Deposited: 06 Nov 2012 12:05
Last Modified: 17 Aug 2017 18:08
URI: http://repository.essex.ac.uk/id/eprint/3829

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