Junghyun Namkung

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 5

Top Topics

Variable Selection

Mahalanobis Metric

Association Analysis

Prediction Model

Top Venues

Int. J. Data Min. Bioinform.

Publications

Junghyun Namkung
Detection of foetal single gene mutations using only maternal blood samples. Int. J. Data Min. Bioinform. 25 (1/2) (2021)
Hyunjun Ju, Dongha Lee, Junyoung Hwang, Junghyun Namkung, Hwanjo Yu
PUMAD: PU Metric learning for anomaly detection. Inf. Sci. 523 (2020)
Junghyun Namkung
Detection of Fetal Single Gene Mutations through Targeted Sequencing of Maternal cell-free DNA. BIBM (2020)
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)
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)
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)
Kyunga Kim, Min-Seok Kwon, Sungyoung Lee, Junghyun Namkung, Ming D. Li, Taesung Park
GxG-Viztool: A program for visualizing gene-gene interactions in genetic association analysis. BIBM Workshops (2012)
Min-Seok Kwon, Kyunga Kim, Sungyoung Lee, Wonil Chung, Sung-Gon Yi, Junghyun Namkung, Taesung Park
GWAS-GMDR: A program package for genome-wide scan of gene-gene interactions with covariate adjustment based on multifactor dimensionality reduction. BIBM Workshops (2011)
Junghyun Namkung, Kyunga Kim, Sung-Gon Yi, Wonil Chung, Min-Seok Kwon, Taesung Park
New evaluation measures for multifactor dimensionality reduction classifiers in gene-gene interaction analysis. Bioinform. 25 (3) (2009)