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Showing results 1 to 8 of 8

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
SCISCIESCOPUS
Practical approach to determine sample size for building logistic prediction models using high-throughput data

Son, Dae-Soon; Lee, DongHyuk; Lee, Kyusang; Jung, Sin-Ho; Ahn, Taejin; Lee, Eunjin; Sohn, Insuk; Chung, Jongsuk; Park, Woongyang; Huh, Nam, et al.

ArticleIssue Date2015CitationJOURNAL OF BIOMEDICAL INFORMATICS, v.53, pp 355 - 362PublisherACADEMIC PRESS INC ELSEVIER SCIENCE
SCISCIESCOPUS
Randomized phase II study of gefitinib versus erlotinib in patients with advanced non-small cell lung cancer who failed previous chemotherapy

Kim, Seung Tae; Uhm, Ji Eun; Lee, Jeeyun; Sun, Jong-mu; Sohn, Insuk; Kim, Seon Woo; Jung, Sin-Ho; Park, Yeon Hee; Ahn, Jin Seok; Park, Keunchil, et al.

ArticleIssue Date2012CitationLUNG CANCER, v.75, no.1, pp 82 - 88PublisherELSEVIER IRELAND LTD
SCIE
Regularization paths of L-1-penalized ROC Curve-Optimizing Support Vector Machines

Kim, Hyungwoo; Sohn, Insuk; Shin, Seung Jun

ArticleIssue Date2021CitationSTAT, v.10, no.1PublisherWILEY
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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