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Science / Machine learning / Model selection / Dimension reduction / Gene expression / Gene expression profiling / Support vector machine / DNA microarray / Feature selection / Statistics / Microarrays / Biology


A Model-Free Greedy Gene Selection for Microarray Sample Class Prediction Yi Shi∗ , Zhipeng Cai∗ Department of Computing Science, University of Alberta Edmonton, Alberta T6G 2E8, Canada Email: ys3, ert
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Document Date: 2012-08-19 16:00:15

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Company

Authorized / Affymetrix / /

Country

United States / /

Currency

USD / /

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Facility

University of Alberta Edmonton / University of Alberta / University of New Orleans New Orleans / Lizhe Xu The Research Institute / /

IndustryTerm

sequential forward floating search / cDNA chips / artificial neural networks / good gene selection algorithm / microarray chip / gene selection algorithms / search methods / microarray technology / gene expression microarray technology / filter algorithms / microarray chips / blind search / sequential forward search / feature selection algorithms / /

MedicalCondition

classic glioblastoma / GLIOMA / neuroblastoma / distinct adenocarcinoma subclasses / classic anaplastic oligodendroglioma / nonclassic anaplastic oligodendroglioma / reduced GLIOMA / cancers / adenocarcinomas / cancer / tumors / nonclassic glioblastoma / ON THE GLIOMA DATASET / datasets GLIOMA / squamous cell lung carcinomas / discriminatory GLIOMA DATASET / diseases / small-cell lung carcinomas / pulmonary carcinoids / malignant gliomas / Burkitt lymphoma / human lung carcinomas / rhabdomyosarcoma / /

Organization

American Statistical Association / University of Alberta / National Academy of Sciences / Research Institute / University of New Orleans New Orleans / Guohui Lin† Department of Computing Science / Wei Ren Academy of Mathematics and Systems Science / Zhipeng Cai∗ Department of Computing Science / US Federal Reserve / Chinese Academy of Sciences Beijing / University of Alberta Edmonton / /

Person

T. R. Golub / A. V. Deimling / B. E. Johnson / D. J. Sugarbaker / D. N. Louis / M. Meyerso / W. Wong / S. L. Pomeroy / Alberta Edmonton / /

Position

Prime Minister / /

ProgrammingLanguage

MATLAB / /

PublishedMedium

Machine Learning / Cancer Research / Genome Research / Nature Medicine / Journal of the American Statistical Association / /

Technology

Bioinformatics / though microarray technology / following four algorithms / hybridization / good gene selection algorithm / machine learning / gene expression microarray technology / feature selection algorithms / microarray chips / microarray chip / integrating feature selection algorithms / DNA Chip / gene expression / gene selection algorithms / filter algorithms / cDNA chips / microarray technology / /

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http /

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