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SCIESCOPUS
Classification of gene functions using support vector machine for time-course gene expression data

Park, Changyi; Koo, Ja-Yong; Kim, Sujong; Sohn, Insuk; Lee, Jae Won

ArticleIssue Date2008CitationCOMPUTATIONAL STATISTICS & DATA ANALYSIS, v.52, no.5, pp 2578 - 2587PublisherELSEVIER
SCIESCOPUS
Informative transcription factor selection using support vector machine-based generalized approximate cross validation criteria

Sohn, Insuk; Shim, Jooyong; Hwang, Changha; Kim, Sujong; Lee, Jae Won

ArticleIssue Date2009CitationCOMPUTATIONAL STATISTICS & DATA ANALYSIS, v.53, no.5, pp 1727 - 1735PublisherELSEVIER
SCIESCOPUS
New normalization methods using support vector machine quantile regression approach in microarray analysis

Sohn, Insuk; Kim, Sujong; Hwang, Changha; Lee, Jae Won

ArticleIssue Date2008CitationCOMPUTATIONAL STATISTICS & DATA ANALYSIS, v.52, no.8, pp 4104 - 4115PublisherELSEVIER SCIENCE BV
SCIESCOPUS
Selecting marker genes for cancer classification using supervised weighted kernel clustering and the support vector machine

Shim, Jooyong; Sohn, Insuk; Kim, Sujong; Lee, Jae Won; Green, Paul E.; Hwang, Changha

ArticleIssue Date2009CitationCOMPUTATIONAL STATISTICS & DATA ANALYSIS, v.53, no.5, pp 1736 - 1742PublisherELSEVIER SCIENCE BV
SCIESCOPUS
Transcription factor-binding site identification and gene classification via fusion of the supervised-weighted discrete kernel clustering and support vector machine

Sohn, Insuk; Shim, Jooyong; Hwang, Changha; Kim, Sujong; Lee, Jae Won

ArticleIssue Date2014CitationJOURNAL OF APPLIED STATISTICS, v.41, no.3, pp 573 - 581PublisherTAYLOR & FRANCIS LTD
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