Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data-Reference-Cited by-同舟云学术

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Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data

Published:2004-12 Issue:6 Volume:11 Page:1073-1089
ISSN:1066-5277
Container-title:Journal of Computational Biology
language:en
Short-container-title:Journal of Computational Biology

Author:

Bhattacharyya C.¹²,Grate L.R.³,Jordan M.I.¹⁴,Ghaoui L. El¹,Mian I.S.³

Affiliation:

1. Department of EECS, University of California Berkeley, Berkeley, CA 94720.

2. Current address: Department of CSA, Indian Institute of Science, Bangalore 560012, Karnataka, India.

3. Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720.

4. Department of Statistics, University of California Berkeley, Berkeley, CA 94720.

Publisher

Mary Ann Liebert Inc

Subject

Computational Theory and Mathematics,Computational Mathematics,Genetics,Molecular Biology,Modelling and Simulation

Link

http://www.liebertpub.com/doi/pdf/10.1089/cmb.2004.11.1073

Reference24 articles.

1. On the approximability of minimizing nonzero variables or unsatisfied relations in linear systems

2. Support vector machines

3. Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses

4. Simultaneous classification and relevant feature identification in high-dimensional spaces: application to molecular profiling data

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