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 |
|---|---|
| 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: | 30 Oct 2024 20:38 |
| URI: | http://repository.essex.ac.uk/id/eprint/3829 |