Insuk Sohn

Publication Activity (10 Years)

Years Active: 2004-2017
Publications (10 Years): 4

Top Topics

High Throughput

Prediction Model

Top Venues

Comput. Math. Methods Medicine

Comput. Stat. Data Anal.

Commun. Stat. Simul. Comput.

Publications

Insuk Sohn, Sujong Kim, Jae Won Lee, Ja-Yong Koo, Junsu Ko
Identifying novel NF-kB-regulated immune genes in the human genome using a Discrete Kernel Structured Support Vector Machine. Model. Assist. Stat. Appl. 12 (3) (2017)
Jooyong Shim, Insuk Sohn, Changha Hwang
Kernel-based random effect time-varying coefficient model for longitudinal data. Neurocomputing 267 (2017)
Keunbaik Lee, Insuk Sohn, Donguk Kim
Analysis of long series of longitudinal ordinal data using marginalized models. Comput. Stat. Data Anal. 94 (2016)
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
Practical approach to determine sample size for building logistic prediction models using high-throughput data. J. Biomed. Informatics 53 (2015)
Jinseog Kim, Insuk Sohn, Dennis Dong Hwan Kim, Sin-Ho Jung
SNP Selection in Genome-Wide Association Studies via Penalized Support Vector Machine with MAX Test. Comput. Math. Methods Medicine 2013 (2013)
Jinseog Kim, Insuk Sohn, Dae-Soon Son, Dong Hwan Kim, TaeJin Ahn, Sin-Ho Jung
Prediction of a time-to-event trait using genome wide SNP data. BMC Bioinform. 14 (2013)
Jinseog Kim, Insuk Sohn, Sin-Ho Jung, Sujong Kim, Changyi Park
Analysis of Survival Data with Group Lasso. Commun. Stat. Simul. Comput. 41 (9) (2012)
Insuk Sohn, Kouros Owzar, Johan Lim, Stephen L. George, Stephanie MacKey Cushman, Sin-Ho Jung
Multiple Testing for Gene Sets from Microarray Experiments. BMC Bioinform. 12 (2011)
Insuk Sohn, Kouros Owzar, Stephen L. George, Sujong Kim, Sin-Ho Jung
Robust test method for time-course microarray experiments. BMC Bioinform. 11 (2010)
Jooyong Shim, Insuk Sohn, Sujong Kim, Jae Won Lee, Paul E. Green, Changha Hwang
Selecting marker genes for cancer classification using supervised weighted kernel clustering and the support vector machine. Comput. Stat. Data Anal. 53 (5) (2009)
Sin-Ho Jung, Insuk Sohn, Stephen L. George, Liping Feng, Phyllis C. Leppert
Sample size calculation for microarray experiments with blocked one-way design. BMC Bioinform. 10 (2009)
Insuk Sohn, Jinseog Kim, Sin-Ho Jung, Changyi Park
Gradient lasso for Cox proportional hazards model. Bioinform. 25 (14) (2009)
Insuk Sohn, Jooyong Shim, Changha Hwang, Sujong Kim, Jae Won Lee
Informative transcription factor selection using support vector machine-based generalized approximate cross validation criteria. Comput. Stat. Data Anal. 53 (5) (2009)
Insuk Sohn, Kouros Owzar, Stephen L. George, Sujong Kim, Sin-Ho Jung
A permutation-based multiple testing method for time-course microarray experiments. BMC Bioinform. 10 (2009)
Jong-Min Kim, Yoon-Sung Jung, Engin A. Sungur, Kap-Hoon Han, Changyi Park, Insuk Sohn
A copula method for modeling directional dependence of genes. BMC Bioinform. 9 (2008)
Insuk Sohn, Sujong Kim, Changha Hwang, Jae Won Lee
New normalization methods using support vector machine quantile regression approach in microarray analysis. Comput. Stat. Data Anal. 52 (8) (2008)
Changyi Park, Ja-Yong Koo, Sujong Kim, Insuk Sohn, Jae Won Lee
Classification of gene functions using support vector machine for time-course gene expression data. Comput. Stat. Data Anal. 52 (5) (2008)
Ja-Yong Koo, Insuk Sohn, Sujong Kim, Jae Won Lee
Structured polychotomous machine diagnosis of multiple cancer types using gene expression. Bioinform. 22 (8) (2006)
Changha Hwang, David K. Y. Chiu, Insuk Sohn
Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform. ICNC (2) (2005)
Tae Yoon Kim, Kyong Joo Oh, Insuk Sohn, Changha Hwang
Usefulness of artificial neural networks for early warning system of economic crisis. Expert Syst. Appl. 26 (4) (2004)