Donghyeon Yu

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 11

Top Topics

Regularized Regression

Comparative Study

Gpu Implementation

Top Venues

Publications

Bogang Jun, Seung Hwan Kim, Hyoji Choi, Jeong hwan Jeon, Donghyeon Yu
Technological Leadership in Industry 4.0: A Comparison Between Manufacturing and ICT Sectors Among Korean Firms. IEEE Access 11 (2023)
Seunghwan Lee, Sang Cheol Kim, Donghyeon Yu
An efficient GPU-parallel coordinate descent algorithm for sparse precision matrix estimation via scaled lasso. Comput. Stat. 38 (1) (2023)
Younsang Cho, Seunghwan Lee, Jaeoh Kim, Donghyeon Yu
Sparse Partial Correlation Estimation With Scaled Lasso and Its GPU-Parallel Algorithm. IEEE Access 11 (2023)
Younsang Cho, Jaeoh Kim, Donghyeon Yu
Comparative Study of CUDA GPU Implementations in Python With the Fast Iterative Shrinkage-Thresholding Algorithm for LASSO. IEEE Access 10 (2022)
Young-Geun Choi, Seunghwan Lee, Donghyeon Yu
An efficient parallel block coordinate descent algorithm for large-scale precision matrix estimation using graphics processing units. Comput. Stat. 37 (1) (2022)
Minzhe Zhang, Qiwei Li, Donghyeon Yu, Bo Yao, Wei Guo, Yang Xie, Guanghua Xiao
GeNeCK: a web server for gene network construction and visualization. BMC Bioinform. 20 (1) (2019)
Donghyeon Yu, Sang Han Lee, Johan Lim, Guanghua Xiao, Richard Cameron Craddock, Bharat B. Biswal
Fused lasso regression for identifying differential correlations in brain connectome graphs. Stat. Anal. Data Min. 11 (5) (2018)
Baekjin Kim, Donghyeon Yu, Joong-Ho Won
Comparative study of computational algorithms for the Lasso with high-dimensional, highly correlated data. Appl. Intell. 48 (8) (2018)
Joungyoun Kim, Donghyeon Yu, Johan Lim, Joong-Ho Won
A peeling algorithm for multiple testing on a random field. Comput. Stat. 33 (1) (2018)
Donghyeon Yu, Johan Lim, Xinlei Wang, Faming Liang, Guanghua Xiao
Enhanced construction of gene regulatory networks using hub gene information. BMC Bioinform. 18 (1) (2017)
Sunho Park, Seung-Jun Kim, Donghyeon Yu, Samuel Peña-Llopis, Jianjiong Gao, Jinsuk Park, Beibei Chen, Jessie Norris, Xinlei Wang, Min Chen, Min-Su Kim, Jeongsik Yong, Zabi Wardak, Kevin Choe, Michael Story, Timothy K. Starr, Jae-Ho Cheong, TaeHyun Hwang
An integrative somatic mutation analysis to identify pathways linked with survival outcomes across 19 cancer types. Bioinform. 32 (11) (2016)
Chi Tim Ng, Johan Lim, Kyeong Eun Lee, Donghyeon Yu, Sujung Choi
A fast algorithm to sample the number of vertexes and the area of the random convex hull on the unit square. Comput. Stat. 29 (5) (2014)
Donghyeon Yu, Johan Lim, Feng Liang, Kyunga Kim, Byung Soo Kim, Woncheol Jang
Permutation test for incomplete paired data with application to cDNA microarray data. Comput. Stat. Data Anal. 56 (3) (2012)
Johan Lim, Kiseop Lee, Donghyeon Yu, Haiyan Liu, Michael Sherman
Parameter estimation in the spatial auto-logistic model with working independent subblocks. Comput. Stat. Data Anal. 56 (12) (2012)