Heungsun Hwang

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 7

Top Topics

Structural Models

Correlation Analysis

Gene Expression

Top Venues

Publications

Suhyun Hwangbo, Sungyoung Lee, Seungyeoun Lee, Heungsun Hwang, Inyoung Kim, Taesung Park
Kernel-based hierarchical structural component models for pathway analysis. Bioinform. 38 (11) (2022)
Heungsun Hwang, Christian M. Ringle, Marko Sarstedt
Guest Editorial: Special Issue on Composite-based Structural Equation Modeling. Data Base 52 (SI) (2021)
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)
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)
Michio Yamamoto, Heungsun Hwang
Dimension-Reduced Clustering of Functional Data via Subspace Separation. J. Classif. 34 (2) (2017)
Lixing Zhou, Yoshio Takane, Heungsun Hwang
Dynamic GSCANO (Generalized Structured Canonical Correlation Analysis) with applications to the analysis of effective connectivity in functional neuroimaging data. Comput. Stat. Data Anal. 101 (2016)
Sungyoung Lee, Sungkyoung Choi, Young Jin Kim, Bong-Jo Kim, Heungsun Hwang, Taesung Park
Pathway-based approach using hierarchical components of collapsed rare variants. Bioinform. 32 (17) (2016)
Sungkyoung Choi, Sungyoung Lee, Ik-Soo Huh, Heungsun Hwang, Taesung Park
Competitive pathway analysis using Structural Equation Models (CPA-SEM) for gene expression data. BIBM (2015)
Tianyu Tan, Hye Won Suk, Heungsun Hwang, Jooseop Lim
Functional fuzzy clusterwise regression analysis. Adv. Data Anal. Classif. 7 (1) (2013)
Yoshio Takane, Kwanghee Jung, Heungsun Hwang
Regularized reduced rank growth curve models. Comput. Stat. Data Anal. 55 (2) (2011)
Yoshio Takane, Kwanghee Jung, Heungsun Hwang
An acceleration method for Ten Berge et al.'s algorithm for orthogonal INDSCAL. Comput. Stat. 25 (3) (2010)
Heungsun Hwang, Marc A. Tomiuk
Fuzzy clusterwise quasi-likelihood generalized linear models. Adv. Data Anal. Classif. 4 (4) (2010)
Hye Won Suk, Heungsun Hwang
Regularized fuzzy clusterwise ridge regression. Adv. Data Anal. Classif. 4 (1) (2010)
Yoshio Takane, Heungsun Hwang
Regularized linear and kernel redundancy analysis. Comput. Stat. Data Anal. 52 (1) (2007)
Yoshio Takane, Haruo Yanai, Heungsun Hwang
An improved method for generalized constrained canonical correlation analysis. Comput. Stat. Data Anal. 50 (1) (2006)
Yoshio Takane, Heungsun Hwang
An extended redundancy analysis and its applications to two practical examples. Comput. Stat. Data Anal. 49 (3) (2005)