Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems-Reference-Cited by-同舟云学术

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Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems

Published:2011-06-22 Issue:1 Volume:12 Page:
ISSN:1471-2105
Container-title:BMC Bioinformatics
language:en
Short-container-title:BMC Bioinformatics

Author:

Lê Cao Kim-Anh,Boitard Simon,Besse Philippe

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Structural Biology

Link

http://link.springer.com/content/pdf/10.1186/1471-2105-12-253.pdf

Reference58 articles.

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2. Dudoit S, Fridlyand J, Speed T: Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data. Journal of the American Statistical Association 2002, 97(457):77–88. 10.1198/016214502753479248

3. Guyon I, Elisseefi A, Kaelbling L: An Introduction to Variable and Feature Selection. Journal of Machine Learning Research 2003, 3(7–8):1157–1182. 10.1162/153244303322753616

4. Ashburner M, Ball C, Blake J, Botstein D, Butler H, Cherry J, Davis A, Dolinski K, Dwight S, Eppig J, et al.: Gene Ontology: tool for the unification of biology. Nature genetics 2000, 25: 25–29. 10.1038/75556

5. Lê Cao KA, Bonnet A, Gadat S: Multiclass classification and gene selection with a stochastic algorithm. Computational Statistics and Data Analysis 2009, 53: 3601–3615. 10.1016/j.csda.2009.02.028

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