Yongkang Kim

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 11

Top Topics

Component Analysis

Dimensionality Reduction

Topological Spaces

Top Venues

Int. J. Data Min. Bioinform.

Publications

Hyung Sun Kim, Changwoo Yi, Yongkang Kim, Uhnmee Park, Woong Kook, Bermseok Oh, Hyuk Kim, Taesung Park
Topological data analysis can extract sub-groups with high incidence rates of Type 2 diabetes. Int. J. Data Min. Bioinform. 22 (1) (2019)
Mira Park, Eunbin Choi, Heonsu Lee, Yongkang Kim, Taesung Park
Exploratory analysis for detecting population structures by iterative pruning based on independent component analysis. Int. J. Data Min. Bioinform. 22 (1) (2019)
Sungyoung Lee, Yongkang Kim, Sungkyoung Choi, Heungsun Hwang, Taesung Park
Pathway-based approach using hierarchical components of rare variants to analyze multiple phenotypes. BMC Bioinform. (4) (2018)
Hyung Sun Kim, Changwoo Yi, Yongkang Kim, Uhnmee Park, Woong Kook, Hyuk Kim, Taesung Park
Topological data analysis can extract subgroups with high incidence rates of Type 2 diabetes. BIBM (2018)
Yongkang Kim, Sungyoung Lee, Sungkyoung Choi, Jin-Young Jang, Taesung Park
Hierarchical structural component modeling of microRNA-mRNA integration analysis. BMC Bioinform. (4) (2018)
Sungkyoung Choi, Sungyoung Lee, Yongkang Kim, Heungsun Hwang, Taesung Park
HisCoM-GGI: Hierarchical structural component analysis of gene-gene interactions. J. Bioinform. Comput. Biol. 16 (6) (2018)
Seungyeoun Lee, Donghee Son, Yongkang Kim, Wenbao Yu, Taesung Park
Unified Cox model based multifactor dimensionality reduction method for gene-gene interaction analysis of the survival phenotype. BioData Min. 11 (1) (2018)
Mira Park, Eunbin Choi, Yongkang Kim, Taesung Park
Detecting population structures by independent component analysis. BIBM (2018)
Yongkang Kim, Gyu-tae Kim, Min-Seok Kwon, Taesung Park
Statistical quality control analysis of high-dimensional omics data. Int. J. Data Min. Bioinform. 18 (3) (2017)
Gyu-tae Kim, Yongkang Kim, Min-Seok Kwon, Taesung Park
Quality control plot for high dimensional omics data. BIBM (2016)
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
Comparative studies for developing protein based cancer prediction model to maximise the ROC-AUC with various variable selection methods. Int. J. Data Min. Bioinform. 16 (1) (2016)
Min-Seok Kwon, Sungyoung Lee, Yongkang Kim, Taesung Park
VizEpis : A visualization and mapping tool for interpreting epistasis. BIBM (2015)
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
Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data. BIBM (2015)
Yongkang Kim, Taesung Park
Identifying differentially expressed genes for ordinal phenotypes. BIBM (2014)
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
Biomarker development for pancreatic ductal adenocarcinoma using integrated analysis of mRNA and miRNA expression. BIBM (2014)