Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine-Reference-Cited by-同舟云学术

Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine

Published:2019-02 Issue: Volume:463 Page:77-91
ISSN:0022-5193
Container-title:Journal of Theoretical Biology
language:en
Short-container-title:Journal of Theoretical Biology

Author:

Kang Chuanze,Huo Yanhao,Xin Lihui,Tian Baoguang,Yu Bin

Funder

National Natural Science Foundation of China

Natural Science Foundation of Shandong Province

Shandong Province

Chinese Academy of Sciences

Publisher

Elsevier BV

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,Modelling and Simulation,General Medicine,Statistics and Probability

Reference72 articles.

1. Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling;Alizadeh;Nature,2000

2. Reducing multiclass to binary: a unifying approach for margin classifiers;Allwein;J. Mach. Learn. Res.,2000

3. MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia;Armstrong;Nat. Genet.,2002

4. A novel approach for dimension reduction of microarray;Aziz;Comput. Biol. Chem.,2017

5. An efficient method to estimate the optimum regularization parameter in RLDA;Bakir;Bioinformatics,2016

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