Yongkang Kim

According to our database, Yongkang Kim authored at least 15 papers between 2014 and 2019.

Collaborative distances:

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

2019

Exploratory analysis for detecting population structures by iterative pruning based on independent component analysis.

Mira Park, Eunbin Choi, Heonsu Lee, Yongkang Kim, Taesung Park

Int. J. Data Min. Bioinform., 2019

Topological data analysis can extract sub-groups with high incidence rates of Type 2 diabetes.

Hyung Sun Kim, Changwoo Yi, Yongkang Kim, Uhnmee Park, Woong Kook, Bermseok Oh, Hyuk Kim, Taesung Park

Int. J. Data Min. Bioinform., 2019

2018

HisCoM-GGI: Hierarchical structural component analysis of gene-gene interactions.

Sungkyoung Choi, Sungyoung Lee, Yongkang Kim, Heungsun Hwang, Taesung Park

J. Bioinform. Comput. Biol., 2018

Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes.

Sungyoung Lee, Yongkang Kim, Sungkyoung Choi, Heungsun Hwang, Taesung Park

BMC Bioinform., 2018

Hierarchical structural component modeling of microRNA-mRNA integration analysis.

Yongkang Kim, Sungyoung Lee, Sungkyoung Choi, Jin-Young Jang, Taesung Park

BMC Bioinform., 2018

Unified Cox model based multifactor dimensionality reduction method for gene-gene interaction analysis of the survival phenotype.

Seungyeoun Lee, Donghee Son, Yongkang Kim, Wenbao Yu, Taesung Park

BioData Min., 2018

Topological data analysis can extract subgroups with high incidence rates of Type 2 diabetes.

Hyung Sun Kim, Changwoo Yi, Yongkang Kim, Uhnmee Park, Woong Kook, Hyuk Kim, Taesung Park

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Detecting population structures by independent component analysis.

Mira Park, Eunbin Choi, Yongkang Kim, Taesung Park

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Statistical quality control analysis of high-dimensional omics data.

Yongkang Kim, Gyu-Tae Kim, Min-Seok Kwon, Taesung Park

Int. J. Data Min. Bioinform., 2017

2016

Comparative studies for developing protein based cancer prediction model to maximise the ROC-AUC with various variable selection methods.

Yongkang Kim, Min-Seok Kwon, Yonghwan Choi, Sung-Gon Yi, Junghyun Namkung, Sangjo Han, Wooil Kwon, Sun Whe Kim, Jin-Young Jang, Hyunsoo Kim, Youngsoo Kim, Seungyeoun Lee, Taesung Park

Int. J. Data Min. Bioinform., 2016

Quality control plot for high dimensional omics data.

Gyu-Tae Kim, Yongkang Kim, Min-Seok Kwon, Taesung Park

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015

VizEpis : A visualization and mapping tool for interpreting epistasis.

Min-Seok Kwon, Sungyoung Lee, Yongkang Kim, Taesung Park

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data.

Yongkang Kim, Seungyeoun Lee, Min-Seok Kwon, Ahrum Na, Yonghwan Choi, Sung-Gon Yi, Junghyun Namkung, Sangjo Han, Meejoo Kang, Sun Whe Kim, Jin-Young Jang, Yikwon Kim, Youngsoo Kim, Taesung Park

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Biomarker development for pancreatic ductal adenocarcinoma using integrated analysis of mRNA and miRNA expression.

Min-Seok Kwon, Yongkang Kim, Seungyeoun Lee, Junghyun Namkung, Taegyun Yun, Sung-Gon Yi, Sangjo Han, Meejoo Kang, Sun Whe Kim, Jin-Young Jang, Taesung Park

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Identifying differentially expressed genes for ordinal phenotypes.

Yongkang Kim, Taesung Park

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014