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Insuk Sohn
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Journal Articles
- 2017
- [j19]Jooyong Shim, Insuk Sohn, Changha Hwang:
Kernel-based random effect time-varying coefficient model for longitudinal data. Neurocomputing 267: 500-507 (2017) - [j18]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): 209-216 (2017) - 2016
- [j17]Keunbaik Lee, Insuk Sohn, Donguk Kim:
Analysis of long series of longitudinal ordinal data using marginalized models. Comput. Stat. Data Anal. 94: 363-371 (2016) - 2015
- [j16]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: 355-362 (2015) - 2013
- [j15]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: 58 (2013) - [j14]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: 340678:1-340678:8 (2013) - 2012
- [j13]Jinseog Kim
, Insuk Sohn, Sin-Ho Jung, Sujong Kim, Changyi Park
:
Analysis of Survival Data with Group Lasso. Commun. Stat. Simul. Comput. 41(9): 1593-1605 (2012) - 2011
- [j12]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: 209 (2011) - 2010
- [j11]Insuk Sohn, Kouros Owzar, Stephen L. George, Sujong Kim, Sin-Ho Jung:
Robust test method for time-course microarray experiments. BMC Bioinform. 11: 391 (2010) - 2009
- [j10]Insuk Sohn, Jinseog Kim
, Sin-Ho Jung, Changyi Park
:
Gradient lasso for Cox proportional hazards model. Bioinform. 25(14): 1775-1781 (2009) - [j9]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) - [j8]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: 336 (2009) - [j7]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): 1727-1735 (2009) - [j6]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): 1736-1742 (2009) - 2008
- [j5]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) - [j4]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): 2578-2587 (2008) - [j3]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): 4104-4115 (2008) - 2006
- [j2]Ja-Yong Koo, Insuk Sohn, Sujong Kim, Jae Won Lee:
Structured polychotomous machine diagnosis of multiple cancer types using gene expression. Bioinform. 22(8): 950-958 (2006) - 2004
- [j1]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): 583-590 (2004)
Conference and Workshop Papers
- 2005
- [c1]Changha Hwang, David K. Y. Chiu, Insuk Sohn:
Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform. ICNC (2) 2005: 306-315
Coauthor Index
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