Insuk Sohn

20 papers Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2017 J jnl
Identifying novel NF-kB-regulated immune genes in the human genome using a Discrete Kernel Structured Support Vector Machine.
Model. Assist. Stat. Appl.
Insuk Sohn, Sujong Kim, Jae Won Lee, Ja-Yong Koo, Junsu Ko
2017 J jnl
Kernel-based random effect time-varying coefficient model for longitudinal data.
Neurocomputing
JooYong Shim, Insuk Sohn, Changha Hwang
2016 J jnl
Analysis of long series of longitudinal ordinal data using marginalized models.
Comput. Stat. Data Anal.
Keunbaik Lee, Insuk Sohn, Donguk Kim
2015 J jnl
Practical approach to determine sample size for building logistic prediction models using high-throughput data.
J. Biomed. Informatics
Dae-Soon Son, Donghyuk Lee, Kyusang Lee, Sin-Ho Jung, TaeJin Ahn, EunJin Lee, Insuk Sohn, Jongsuk Chung, Woong-Yang Park, Nam Huh, Jae Won Lee
2013 J jnl
Prediction of a time-to-event trait using genome wide SNP data.
BMC Bioinform.
Jinseog Kim, Insuk Sohn, Dae-Soon Son, Dong Hwan Kim, TaeJin Ahn, Sin-Ho Jung
2013 J jnl
SNP Selection in Genome-Wide Association Studies via Penalized Support Vector Machine with MAX Test.
Comput. Math. Methods Medicine
Jinseog Kim, Insuk Sohn, Dennis Dong Hwan Kim, Sin-Ho Jung
2012 J jnl
Analysis of Survival Data with Group Lasso.
Commun. Stat. Simul. Comput.
Jinseog Kim, Insuk Sohn, Sin-Ho Jung, Sujong Kim, Changyi Park
2011 J jnl
Multiple Testing for Gene Sets from Microarray Experiments.
BMC Bioinform.
Insuk Sohn, Kouros Owzar, Johan Lim, Stephen L. George, Stephanie MacKey Cushman, Sin-Ho Jung
2010 J jnl
Robust test method for time-course microarray experiments.
BMC Bioinform.
Insuk Sohn, Kouros Owzar, Stephen L. George, Sujong Kim, Sin-Ho Jung
2009 J jnl
A permutation-based multiple testing method for time-course microarray experiments.
BMC Bioinform.
Insuk Sohn, Kouros Owzar, Stephen L. George, Sujong Kim, Sin-Ho Jung
2009 J jnl
Gradient lasso for Cox proportional hazards model.
Bioinform.
Insuk Sohn, Jinseog Kim, Sin-Ho Jung, Changyi Park
2009 J jnl
Informative transcription factor selection using support vector machine-based generalized approximate cross validation criteria.
Comput. Stat. Data Anal.
Insuk Sohn, JooYong Shim, Changha Hwang, Sujong Kim, Jae Won Lee
2009 J jnl
Sample size calculation for microarray experiments with blocked one-way design.
BMC Bioinform.
Sin-Ho Jung, Insuk Sohn, Stephen L. George, Liping Feng, Phyllis C. Leppert
2009 J jnl
Selecting marker genes for cancer classification using supervised weighted kernel clustering and the support vector machine.
Comput. Stat. Data Anal.
JooYong Shim, Insuk Sohn, Sujong Kim, Jae Won Lee, Paul E. Green, Changha Hwang
2008 J jnl
A copula method for modeling directional dependence of genes.
BMC Bioinform.
Jong-Min Kim, Yoon-Sung Jung, Engin A. Sungur, Kap-Hoon Han, Changyi Park, Insuk Sohn
2008 J jnl
Classification of gene functions using support vector machine for time-course gene expression data.
Comput. Stat. Data Anal.
Changyi Park, Ja-Yong Koo, Sujong Kim, Insuk Sohn, Jae Won Lee
2008 J jnl
New normalization methods using support vector machine quantile regression approach in microarray analysis.
Comput. Stat. Data Anal.
Insuk Sohn, Sujong Kim, Changha Hwang, Jae Won Lee
2006 J jnl
Structured polychotomous machine diagnosis of multiple cancer types using gene expression.
Bioinform.
Ja-Yong Koo, Insuk Sohn, Sujong Kim, Jae Won Lee
2005 — conf
Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform.
ICNC (2)
Changha Hwang, David K. Y. Chiu, Insuk Sohn
2004 J jnl
Usefulness of artificial neural networks for early warning system of economic crisis.
Expert Syst. Appl.
Tae Yoon Kim, Kyong Joo Oh, Insuk Sohn, Changha Hwang