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)

Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform. - Changha Hwang; David K. Y. Chiu; Insuk Sohn (ICNC (2), 2005)

Structured polychotomous machine diagnosis of multiple cancer types using gene expression. - Ja-Yong Koo; Insuk Sohn; Sujong Kim; Jae Won Lee (Bioinform., 2006)

A copula method for modeling directional dependence of genes. - Jong-Min Kim 001; Yoon-Sung Jung; Engin A. Sungur; Kap-Hoon Han; Changyi Park; Insuk Sohn (BMC Bioinform., 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)

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)

Gradient lasso for Cox proportional hazards model. - Insuk Sohn; Jinseog Kim; Sin-Ho Jung; Changyi Park (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)

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)

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 002; Changha Hwang (Comput. Stat. Data Anal., 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)

Robust test method for time-course microarray experiments. - Insuk Sohn; Kouros Owzar; Stephen L. George; Sujong Kim; Sin-Ho Jung (BMC Bioinform., 2010)

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)

Analysis of Survival Data with Group Lasso. - Jinseog Kim; Insuk Sohn; Sin-Ho Jung; Sujong Kim; Changyi Park (Commun. Stat. Simul. Comput., 2012)

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)

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)

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)

Analysis of long series of longitudinal ordinal data using marginalized models. - Keunbaik Lee; Insuk Sohn; Donguk Kim (Comput. Stat. Data Anal., 2016)

Kernel-based random effect time-varying coefficient model for longitudinal data. - Jooyong Shim; Insuk Sohn; Changha Hwang (Neurocomputing, 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)