Insuk Sohn

Orcid: 0000-0003-2126-9378

According to our database1, Insuk Sohn authored at least 20 papers between 2004 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2017
Identifying novel NF-kB-regulated immune genes in the human genome using a Discrete Kernel Structured Support Vector Machine.
Model. Assist. Stat. Appl., 2017

Kernel-based random effect time-varying coefficient model for longitudinal data.
Neurocomputing, 2017

2016
Analysis of long series of longitudinal ordinal data using marginalized models.
Comput. Stat. Data Anal., 2016

2015
Practical approach to determine sample size for building logistic prediction models using high-throughput data.
J. Biomed. Informatics, 2015

2013
SNP Selection in Genome-Wide Association Studies via Penalized Support Vector Machine with MAX Test.
Comput. Math. Methods Medicine, 2013

Prediction of a time-to-event trait using genome wide SNP data.
BMC Bioinform., 2013

2012
Analysis of Survival Data with Group Lasso.
Commun. Stat. Simul. Comput., 2012

2011
Multiple Testing for Gene Sets from Microarray Experiments.
BMC Bioinform., 2011

2010
Robust test method for time-course microarray experiments.
BMC Bioinform., 2010

2009
Informative transcription factor selection using support vector machine-based generalized approximate cross validation criteria.
Comput. Stat. Data Anal., 2009

Selecting marker genes for cancer classification using supervised weighted kernel clustering and the support vector machine.
Comput. Stat. Data Anal., 2009

A permutation-based multiple testing method for time-course microarray experiments.
BMC Bioinform., 2009

Sample size calculation for microarray experiments with blocked one-way design.
BMC Bioinform., 2009

Gradient lasso for Cox proportional hazards model.
Bioinform., 2009

2008
New normalization methods using support vector machine quantile regression approach in microarray analysis.
Comput. Stat. Data Anal., 2008

Classification of gene functions using support vector machine for time-course gene expression data.
Comput. Stat. Data Anal., 2008

A copula method for modeling directional dependence of genes.
BMC Bioinform., 2008

2006
Structured polychotomous machine diagnosis of multiple cancer types using gene expression.
Bioinform., 2006

2005
Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

2004
Usefulness of artificial neural networks for early warning system of economic crisis.
Expert Syst. Appl., 2004


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