Researcher Page

Chun, Hyonho (전현호)
부교수, (수리과학과)
Research Area
Dimension Reduction, Variable Selection, Graphical models
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    A prediction model for healthcare time-series data with a mixture of deep mixed effect models using Gaussian processes

    Hong, Jaehyoung; Chun, Hyonhoresearcher, BIOMEDICAL SIGNAL PROCESSING AND CONTROL, v.84, 2023-07

    Deep nonnegative matrix factorization using a variational autoencoder with application to single-cell RNA sequencing data

    Jee, Dong Jun; Kong, Yixin; Chun, Hyonhoresearcher, IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v.20, no.2, pp.883 - 893, 2023-03

    Suppression of heterotopic ossification in fibrodysplasia ossificans progressiva using AAV gene delivery

    Yang, Yeon-Suk; Kim, Jung-Min; Xie, Jun; et al, NATURE COMMUNICATIONS, v.13, no.1, 2022-10

    scAVENGERS: a genotype-based deconvolution of individuals in multiplexed single-cell ATAC-seq data without reference genotypes

    Han, Seungbeom; Kim, Kyukwang; Park, Seongwan; et al, NAR GENOMICS AND BIOINFORMATICS, v.4, no.4, 2022-10

    Biphasic regulation of osteoblast development via the ERK MAPK-mTOR pathway

    Kim, Jung-Min; Yang, Yeon-Suk; Hong, Jaehyoung; et al, ELIFE, v.11, 2022-08

    FKBP11 rewires UPR signaling to promote glucose homeostasis in type 2 diabetes and obesity

    Hilde, Herrema; Dongxian, Guan; Choi, Jae Won; et al, CELL METABOLISM, v.34, no.7, pp.1004 - 1022.e8, 2022-07

    A zero-inflated non-negative matrix factorization for the deconvolution of mixed signals of biological data

    Kong, Yixin; Kozik, Ariangela; Nakatsu, Cindy H.; et al, INTERNATIONAL JOURNAL OF BIOSTATISTICS, v.18, no.1, pp.203 - 218, 2022-06

    Regulation of sclerostin by the SIRT1 stabilization pathway in osteocytes

    Kim, Jung-Min; Yang, Yeon-Suk; Xie, Jun; et al, CELL DEATH AND DIFFERENTIATION, v.29, no.8, pp.1625 - 1638, 2022-02

    Proteomic and metabolomic profiling reveals the involvement of apoptosis in meat quality characteristics of ovine M. longissimus from different callipyge genotypes

    Ma, Danyi; Yu, Qianqian; Hedrick, Victoria E.; et al, MEAT SCIENCE, v.166, pp.108140, 2020-08

    A RUNX2 stabilization pathway mediates physiologic and pathologic bone formation

    Kim, Jung-Min; Yang, Yeon-Suk; Park, Kwang Hwan; et al, NATURE COMMUNICATIONS, v.11, no.1, 2020-05

    FIREVAT: finding reliable variants without artifacts in human cancer samples using etiologically relevant mutational signatures

    Kim, Hyunbin; Lee, Andy Jinseok; Lee, Jongkeun; et al, GENOME MEDICINE, v.11, no.1, 2019-12

    Comparison of the fecal, cecal, and mucus microbiome in male and female mice after TNBS-induced colitis

    Kozik, Ariangela J.; Nakatsu, Cindy H.; Chun, Hyonhoresearcher; et al, PLOS ONE, v.14, no.11, 2019-11

    Learning dispatching rules using random forest in flexible job shop scheduling problems

    Jun, Sungbum; Lee, Seokcheon; Chun, Hyonhoresearcher, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.57, no.10, pp.3290 - 3310, 2019-05

    IL1R1 is required for celastrol's leptin-sensitization and antiobesity effects

    Feng, Xudong; Guan, Dongxian; Auen, Thomas; et al, NATURE MEDICINE, v.25, no.4, pp.575 - +, 2019-04

    Spatial Autocorrelation in Soil Compaction and Its Impact on Earthwork Acceptance Testing

    Cai, Jiannan; Gao, Qingyi; Chun, Hyonhoresearcher; et al, TRANSPORTATION RESEARCH RECORD, v.2673, no.1, pp.332 - 342, 2019-01

    Mutalisk: a web-based somatic MUTation AnaLyIS toolKit for genomic, transcriptional and epigenomic signatures

    Lee, Jongkeun; Lee, Andy Jinseok; Lee, June Koo; et al, NUCLEIC ACIDS RESEARCH, v.46, no.W1, pp.W102 - W108, 2018-07

    Robust precision matrix estimation via weighted median regression with regularization

    Chun, Hyonhoresearcher; Lee, Myung Hee; Kim, Sung-Horesearcher; et al, CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, v.46, no.2, pp.265 - 278, 2018-06

    Kernel partial correlation: a novel approach to capturing conditional independence in graphical models for noisy data

    Oh, Jihwan; Zheng, Faye; Doerge, R. W.; et al, JOURNAL OF APPLIED STATISTICS, v.45, no.14, pp.2677 - 2696, 2018

    Age, sex, and TNF associated differences in the gut microbiota of mice and their impact on acute TNBS colitis

    Kozik, Ariangela J.; Nakatsu, Cindy H.; Chun, Hyonhoresearcher; et al, EXPERIMENTAL AND MOLECULAR PATHOLOGY, v.103, no.3, pp.311 - 319, 2017-12

    Metabolomics Profiling to Determine the Effect of Postmortem Aging on Color and Lipid Oxidative Stabilities of Different Bovine Muscles

    Ma, Danyi; Kim, Yuan H. Brad; Cooper, Bruce; et al, JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, v.65, no.31, pp.6708 - 6716, 2017-08

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