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Using a single neuron as a marker selector: a breast cancer case study

Zervakis Michalis, Michalis E. Blazadonakis, Aris Perperoglou

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URI: http://purl.tuc.gr/dl/dias/DC223FB9-312C-4BAD-BB52-16D3C3997C81
Year 2006
Type of Item Conference Full Paper
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Bibliographic Citation M. E. Blazadonakis, A. Perperoglou, M. Zervakis ,"Using a single neuron as a marker selector: a breast cancer case study," in 2006 Annual Intern.l Conf. of the IEEE Eng. in Med. and Biology Soc.,pp.4219-4222.doi:10.1109/IEMBS.2007.4353267 https://doi.org/10.1109/IEMBS.2007.4353267
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Conference Publications in Community School of Electrical and Computer Engineering

Summary

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.

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