Researcher Page

Kim, Heeyoung (김희영)
부교수, Department of Industrial & Systems Engineering(산업및시스템공학과)
Research Area
Data Mining, Nonparametric Regression, Spatial Data Modeling, Design of Experiments
    Similar researchers

    Keyword Cloud

    Reload 더보기
    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    Combined unsupervised-supervised machine learning for phenotyping complex diseases with its application to obstructive sleep apnea

    Ma, Eun-Yeol; Kim, Jeong-Whun; Lee, Youngmin; et al, SCIENTIFIC REPORTS, v.11, no.1, 2021-02

    Bayesian nonparametric latent class model for longitudinal data

    Koo, Wonmo; Kim, Heeyoungresearcher, STATISTICAL METHODS IN MEDICAL RESEARCH, v.29, no.11, pp.3381 - 3395, 2020-11

    Semi-Supervised Multi-Label Learning for Classification of Wafer Bin Maps With Mixed-Type Defect Patterns

    Lee, Hyuck; Kim, Heeyoungresearcher, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.33, no.4, pp.653 - 662, 2020-11

    Memory-Augmented Convolutional Neural Networks With Triplet Loss for Imbalanced Wafer Defect Pattern Classification

    Hyun, Yunseung; Kim, Heeyoungresearcher, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.33, no.4, pp.622 - 634, 2020-11

    Multiresolution spatial generalized linear mixed model for integrating multi-fidelity spatial count data without common identifiers between data sources

    Kim, Sungil; Duan, Rong; Ma, Guang-Qin; et al, SPATIAL STATISTICS, v.39, 2020-10

    Variational Deep Clustering of Wafer Map Patterns

    Hwang, Jonghyun; Kim, Heeyoungresearcher, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.33, no.3, pp.466 - 475, 2020-08

    Bayesian Nonparametric Joint Mixture Model for Clustering Spatially Correlated Time Series

    Lee, Youngmin; Kim, Heeyoungresearcher, TECHNOMETRICS, v.62, no.3, pp.313 - 329, 2020-07

    A Bayesian nonparametric mixture measurement error model with application to spatial density estimation using mobile positioning data with multi-accuracy and multi-coverage

    Lee, Youngmin; Jeong, Taewon; Kim, Heeyoungresearcher, TECHNOMETRICS, v.62, no.2, pp.173 - 183, 2020-04

    Fault Classification in High-Dimensional Complex Processes Using Semi-Supervised Deep Convolutional Generative Models

    Ko, Taeyoung; Kim, Heeyoungresearcher, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, v.16, no.4, pp.2868 - 2877, 2020-04

    A Multiscale Spatially Varying Coefficient Model for Regional Analysis of Topsoil Geochemistry

    Kim, Keunseo; Kim, Hyojoong; Kim, Vinnam; et al, JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, v.25, no.1, pp.74 - 89, 2020-03

    Crime Risk Maps: A Multivariate Spatial Analysis of Crime Data

    Chung, Jihoon; Kim, Heeyoungresearcher, GEOGRAPHICAL ANALYSIS, v.51, no.4, pp.475 - 499, 2019-10

    A practical approach to measuring the impacts of stockouts on demand

    Kim, Sungil; Kim, Heeyoungresearcher; Lu, Jye-Chyi, JOURNAL OF BUSINESS & INDUSTRIAL MARKETING, v.34, no.4, pp.891 - 901, 2019-06

    Spatiotemporal auto-regressive model for origin-destination air passenger flows

    Kim, Keunseo; Kim, Vinnam; Kim, Heeyoungresearcher, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, v.182, no.3, pp.1003 - 1016, 2019-06

    Spatial cluster detection in mobility networks: a copula approach

    Kim, Heeyoungresearcher; Duan, Rong; Kim, Sungil; et al, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, v.68, no.1, pp.99 - 120, 2019-01

    Modeling the probability of a batter/pitcher matchup event: A Bayesian approach

    Doo, Woojin; Kim, Heeyoungresearcher, PLOS ONE, v.13, no.10, 2018-10

    Functional logistic regression with fused lasso penalty

    Kim, Hyojoong; Kim, Heeyoungresearcher, JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, v.88, no.15, pp.2982 - 2999, 2018-08

    Classification of Mixed-Type Defect Patterns in Wafer Bin Maps Using Convolutional Neural Networks

    Kyeong, Kiryong; Kim, Heeyoungresearcher, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.31, no.3, pp.395 - 402, 2018-08

    TRAILSENSE: Crowdsensing Risky Mountain Trail Segments

    Kim, Keunseo; Zabihi, Hengameh; Kim, Heeyoungresearcher; et al, MOBILE COMPUTING AND COMMUNICATIONS REVIEW, v.22, no.2, pp.22 - 26, 2018-06

    Application of kernel principal component analysis to multi-characteristic parameter design problems

    Soh, Woo Jin; Kim, Heeyoungresearcher; Yum, Bong-Jinresearcher, ANNALS OF OPERATIONS RESEARCH, v.263, no.1-2, pp.69 - 91, 2018-04

    Detection and clustering of mixed-type defect patterns in wafer bin maps

    Kim, Jinho; Lee, Youngmin; Kim, Heeyoungresearcher, IISE TRANSACTIONS , v.50, no.2, pp.99 - 111, 2018-01

    Load more items

    rss_1.0 rss_2.0 atom_1.0