Blazadonakis, Michalis E and Perperoglou, Aris and Zervakis, Michalis (2007) Using a Single Neuron as a Marker Selector - A Breast Cancer Case Study. 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007. pp. 4219-4222. DOI https://doi.org/10.1109/iembs.2007.4353267
Blazadonakis, Michalis E and Perperoglou, Aris and Zervakis, Michalis (2007) Using a Single Neuron as a Marker Selector - A Breast Cancer Case Study. 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007. pp. 4219-4222. DOI https://doi.org/10.1109/iembs.2007.4353267
Blazadonakis, Michalis E and Perperoglou, Aris and Zervakis, Michalis (2007) Using a Single Neuron as a Marker Selector - A Breast Cancer Case Study. 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007. pp. 4219-4222. DOI https://doi.org/10.1109/iembs.2007.4353267
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 |
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Uncontrolled Keywords: | Neurons; Humans; Breast Neoplasms; Oligonucleotide Array Sequence Analysis; Gene Expression Profiling; Gene Expression Regulation, Neoplastic; Female; Biomarkers, Tumor; Neural Networks, Computer |
Subjects: | Q Science > QA Mathematics |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Mathematics, Statistics and Actuarial Science, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 06 Nov 2012 12:05 |
Last Modified: | 05 Dec 2024 19:22 |
URI: | http://repository.essex.ac.uk/id/eprint/3829 |