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Ahn, Jeongyoun (안정연)
부교수, (산업및시스템공학과)
Research Area
High-dimensional Statistics, Statistical Machine Learning, Object-oriented Data Analysis
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Reproducing Kernels and New Approaches in Compositional Data Analysis

    Li, Binglin; Ahn, Jeongyoun; Yoon, Changwon, JOURNAL OF MACHINE LEARNING RESEARCH, v.24, 2023-12

    2
    Interpretable classification for multivariate gait analysis of cerebral palsy

    Yoon, Changwon; Jeon, Yongho; Choi, Hosik; et al, BIOMEDICAL ENGINEERING ONLINE, v.22, no.1, 2023-11

    3
    A comparison of synthetic data approaches using utility and disclosure risk measures

    An, Seongbin; Doan, Trang; Lee, Juhee; et al, KOREAN JOURNAL OF APPLIED STATISTICS, v.36, no.2, pp.141 - 166, 2023-04

    4
    Tanshinone IIA-loaded nanoparticles and neural stem cell combination therapy improves gut homeostasis and recovery in a pig ischemic stroke model

    Jeon, Julie H.; Kaiser, Erin E.; Waters, Elizabeth S.; et al, SCIENTIFIC REPORTS, v.13, no.1, 2023-02

    5
    Resampling-based inferences for compositional regression with application to beef cattle microbiomes

    Lee, Sujin; Jung, Sungkyu; Lourenco, Jeferson; et al, STATISTICAL METHODS IN MEDICAL RESEARCH, v.32, no.1, pp.151 - 164, 2023-01

    6
    Dimension-wise sparse low-rank approximation of a matrix with application to variable selection in high-dimensional integrative analyses of association

    Poythress, JC; Park, Cheolwoo; Ahn, Jeongyoun, JOURNAL OF APPLIED STATISTICS, v.49, no.15, pp.3889 - 3907, 2022-12

    7
    Low-rank, Orthogonally Decomposable Tensor Regression With Application to Visual Stimulus Decoding of fMRI Data

    Poythress, JC; Ahn, Jeongyoun; Park, Cheolwoo, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.31, no.1, pp.190 - 203, 2022-03

    8
    Sparse functional linear discriminant analysis

    Park, Juhyun; Ahn, Jeongyoun; Jeon, Yongho, BIOMETRIKA, v.109, no.1, pp.209 - 226, 2022-02

    9
    Beyond Depth and Breadth: Taking "Types" of Health Information Sought into Consideration with Cluster Analysis

    So, Jiyeon; Ahn, Jeongyoun; Guan, Mengfei, JOURNAL OF HEALTH COMMUNICATION, v.27, no.1, pp.27 - 36, 2022-01

    10
    Feature-weighted ordinal classification for predicting drug response in multiple Myeloma

    Ma, Ziyang; Ahn, Jeongyoun, BIOINFORMATICS, v.37, no.19, pp.3270 - 3276, 2021-09

    11
    Subspace rotations for high-dimensional outlier detection

    Chung, Hee Cheol; Ahn, Jeongyoun, JOURNAL OF MULTIVARIATE ANALYSIS, v.183, 2021-05

    12
    An integrative multivariate approach for predicting functional recovery using magnetic resonance imaging parameters in a translational pig ischemic stroke model

    Kaiser, Erin E.; Poythress, J. C.; Scheulin, Kelly M.; et al, NEURAL REGENERATION RESEARCH, v.16, no.5, pp.842 - 850, 2021-05

    13
    Trace Ratio Optimization for High-Dimensional Multi-Class Discrimination

    Ahn, Jeongyoun; Chung, Hee Cheol; Jeon, Yongho, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.30, no.1, pp.192 - 203, 2021-01

    14
    Double data piling leads to perfect classification

    Chang, Woonyoung; Ahn, Jeongyoun; Jung, Sungkyu, ELECTRONIC JOURNAL OF STATISTICS, v.15, no.2, pp.6382 - 6428, 2021

    15
    Perinatal Docosahexaenoic Acid Supplementation Improves Cognition and Alters Brain Functional Organization in Piglets

    Fang, Xi; Sun, Wenwu; Jeon, Julie; et al, NUTRIENTS, v.12, no.7, 2020-07

    16
    Grouped variable screening for ultra-high dimensional data for linear model

    Qiu, Debin; Ahn, Jeongyoun, COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.144, 2020-04

    17
    Penalized Orthogonal Iteration for Sparse Estimation of Generalized Eigenvalue Problem

    Jung, Sungkyu; Ahn, Jeongyoun; Jeon, Yongho, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.28, no.3, pp.710 - 721, 2019-07

    18
    Distance-based outlier detection for high dimension, low sample size data

    Ahn, Jeongyoun; Lee, Myung Hee; Lee, Jung Ae, JOURNAL OF APPLIED STATISTICS, v.46, no.1, pp.13 - 29, 2019-01

    19
    Sparse generalized eigenvalue problem with application to canonical correlation analysis for integrative analysis of methylation and gene expression data

    Safo, Sandra E.; Ahn, Jeongyoun; Jeon, Yongho; et al, BIOMETRICS, v.74, no.4, pp.1362 - 1371, 2018-12

    20
    On the number of principal components in high dimensions

    Jung, Sungkyu; Lee, Myung Hee; Ahn, Jeongyoun, BIOMETRIKA, v.105, no.2, pp.389 - 402, 2018-06
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