Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing data. - Kim, Gwangwoo; Chun, Hyonho (BMC Bioinform., 2023)

A prediction model for healthcare time-series data with a mixture of deep mixed effect models using Gaussian processes. - Hong, Jaehyoung; Chun, Hyonho (Biomed. Signal Process. Control., 2023)

Deep Nonnegative Matrix Factorization Using a Variational Autoencoder With Application to Single-Cell RNA Sequencing Data. - Jee, Dong Jun; Kong, Yixin; Chun, Hyonho (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Learning dispatching rules using random forest in flexible job shop scheduling problems. - Jun, Sungbum; Lee, Seokcheon; Chun, Hyonho (Int. J. Prod. Res., 2019)

Mutalisk: a web-based somatic MUTation AnaLyIS toolKit for genomic, transcriptional and epigenomic signatures. - Lee, Jongkeun; Lee, Andy Jinseok; Lee, June-Koo; Park, Jong-Keun; Kwon, Youngoh; Park, Seongyeol; Chun, Hyonho; Ju, Young Seok; Hong, Dongwan (Nucleic Acids Res., 2018)

Graphical models via joint quantile regression with component selection. - Chun, Hyonho; Lee, Myung Hee; Fleet, James C.; Oh, Ji Hwan (J. Multivar. Anal., 2016)

Reverse Engineering of Gene Regulation Networks with an Application to the DREAM4 in silico Network Challenge. - Chun, Hyonho; Kang, Jia; Zhang, Xianghua; Deng, Minghua; Ma, Haisu; Zhao, Hongyu (2011)

Visualizing abnormal climate changes in Central America from 1995 to 2000. - Cho, Sang-Hoon; Chun, Hyonho (Comput. Stat., 2010)

CMARRT: A Tool of Analysis of CHIP-chip Data from Tiling Arrays by Incorporating the Correlation Structure. - Kuan, Pei Fen; Chun, Hyonho; Keles, Sündüz (2008)