A Meta-Review of Feature Selection Techniques in the Context of Microarray Data-Reference-Cited by-同舟云学术

A Meta-Review of Feature Selection Techniques in the Context of Microarray Data

Published:2017 Issue: Volume: Page:33-49
ISSN:0302-9743
Container-title:Bioinformatics and Biomedical Engineering
language:
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Author:

Mungloo-Dilmohamud Zahra,Jaufeerally-Fakim Yasmina,Peña-Reyes Carlos

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-319-56148-6_3

Reference124 articles.

1. Lacroix, Z., Critchlow, T.: Bioinformatics Managing Scientific Data. Academic Press, Cambridge (2003). 441 p.

2. Somorjai, R.L., Dolenko, B., Baumgartner, R.: Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions. Bioinformatics 19, 1484–1491 (2003). doi: 10.1093/bioinformatics/btg182

3. Milward, E.A., Shahandeh, A., Heidari, M., et al.: Transcriptomics. Encycl. Cell Biol. 160–165 (2015). doi: 10.1016/B978-0-12-394447-4.40029-5

4. Jirapech-Umpai, T., Aitken, S.: Feature selection and classification for microarray data analysis: evolutionary methods for identifying predictive genes. BMC Bioinform. 6, 148 (2005). doi: 10.1186/1471-2105-6-148

5. Guyon, I., Elisseeff, A.: An introduction to variable and feature selection. J. Mach. Learn. Res. 3, 1157–1182 (2003). doi: 10.1162/153244303322753616

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