Insuk Sohn

According to our database, Insuk Sohn authored at least 20 papers between 2004 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2017

Identifying novel NF-kB-regulated immune genes in the human genome using a Discrete Kernel Structured Support Vector Machine.

Insuk Sohn, Sujong Kim, Jae Won Lee, Ja-Yong Koo, Junsu Ko

Model. Assist. Stat. Appl., 2017

Kernel-based random effect time-varying coefficient model for longitudinal data.

Jooyong Shim, Insuk Sohn, Changha Hwang

Neurocomputing, 2017

2016

Analysis of long series of longitudinal ordinal data using marginalized models.

Keunbaik Lee, Insuk Sohn, Donguk Kim

Comput. Stat. Data Anal., 2016

2015

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

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

J. Biomed. Informatics, 2015

2013

SNP Selection in Genome-Wide Association Studies via Penalized Support Vector Machine with MAX Test.

Jinseog Kim, Insuk Sohn, Dennis Dong Hwan Kim, Sin-Ho Jung

Comput. Math. Methods Medicine, 2013

Prediction of a time-to-event trait using genome wide SNP data.

Jinseog Kim, Insuk Sohn, Dae-Soon Son, Dong Hwan Kim, TaeJin Ahn, Sin-Ho Jung

BMC Bioinform., 2013

2012

Analysis of Survival Data with Group Lasso.

Jinseog Kim, Insuk Sohn, Sin-Ho Jung, Sujong Kim, Changyi Park

Commun. Stat. Simul. Comput., 2012

2011

Multiple Testing for Gene Sets from Microarray Experiments.

Insuk Sohn, Kouros Owzar, Johan Lim, Stephen L. George, Stephanie MacKey Cushman, Sin-Ho Jung

BMC Bioinform., 2011

2010

Robust test method for time-course microarray experiments.

Insuk Sohn, Kouros Owzar, Stephen L. George, Sujong Kim, Sin-Ho Jung

BMC Bioinform., 2010

2009

Informative transcription factor selection using support vector machine-based generalized approximate cross validation criteria.

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

Comput. Stat. Data Anal., 2009

Selecting marker genes for cancer classification using supervised weighted kernel clustering and the support vector machine.

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

Comput. Stat. Data Anal., 2009

A permutation-based multiple testing method for time-course microarray experiments.

Insuk Sohn, Kouros Owzar, Stephen L. George, Sujong Kim, Sin-Ho Jung

BMC Bioinform., 2009

Sample size calculation for microarray experiments with blocked one-way design.

Sin-Ho Jung, Insuk Sohn, Stephen L. George, Liping Feng, Phyllis C. Leppert

BMC Bioinform., 2009

Gradient lasso for Cox proportional hazards model.

Insuk Sohn, Jinseog Kim, Sin-Ho Jung, Changyi Park

Bioinform., 2009

2008

New normalization methods using support vector machine quantile regression approach in microarray analysis.

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

Comput. Stat. Data Anal., 2008

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

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

Comput. Stat. Data Anal., 2008

A copula method for modeling directional dependence of genes.

Jong-Min Kim, Yoon-Sung Jung, Engin A. Sungur, Kap-Hoon Han, Changyi Park, Insuk Sohn

BMC Bioinform., 2008

2006

Structured polychotomous machine diagnosis of multiple cancer types using gene expression.

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

Bioinform., 2006

2005

Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform.

Changha Hwang, David K. Y. Chiu, Insuk Sohn

Proceedings of the Advances in Natural Computation, First International Conference, 2005

2004

Usefulness of artificial neural networks for early warning system of economic crisis.

Tae Yoon Kim, Kyong Joo Oh, Insuk Sohn, Changha Hwang

Expert Syst. Appl., 2004