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Kim, Heeyoung (김희영)
부교수, Department of Industrial & Systems Engineering(산업및시스템공학과)
Research Area
Data Mining, Nonparametric Regression, Spatial Data Modeling, Design of Experiments
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    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

    2
    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

    3
    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

    4
    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

    5
    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

    6
    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

    7
    Modeling the probability of a batter/pitcher matchup event: A Bayesian approach

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

    8
    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

    9
    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

    10
    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

    11
    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

    12
    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

    13
    Hierarchical Spatially Varying Coefficient Process Model

    Kim, Heeyoungresearcher; Lee, Jaehwan, TECHNOMETRICS, v.59, no.4, pp.521 - 527, 2017-10

    14
    TrailSense: A Crowdsensing System for Detecting Risky Mountain Trail Segments with Walking Pattern Analysis

    Kim, Keunseo; Zabihi, Hengameh; Kim, Heeyoungresearcher; et al, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, v.1, no.3, 2017-09

    15
    Detection of PVC by using a wavelet-based statistical ECG monitoring procedure

    Jung, Yonghan; Kim, Heeyoungresearcher, BIOMEDICAL SIGNAL PROCESSING AND CONTROL, v.36, pp.176 - 182, 2017-07

    16
    An integrated holistic model of a complex process

    Kim, Heeyoungresearcher; Kim, Sungil; Deng, Jianxin; et al, INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, v.89, no.1-4, pp.1137 - 1147, 2017-03

    17
    Early detection of vessel delays using combined historical and real-time information

    Kim, Sungil; Kim, Heeyoungresearcher; Park, Yongro, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, v.68, no.2, pp.182 - 191, 2017-02

    18
    Batch sequential minimum energy design with design region adaptation

    Kim, Heeyoungresearcher; Vastola, Justin T.; Kim, Sungil; et al, JOURNAL OF QUALITY TECHNOLOGY, v.49, no.1, pp.11 - 26, 2017-01

    19
    Incorporation of engineering knowledge into the modeling process: a local approach

    Kim, Heeyoungresearcher; Vastola, Justin T.; Kim, Sungil; et al, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.55, no.20, pp.5865 - 5880, 2017

    20
    A Multivariate Loss Function Approach to Robust Design of Systems with Multiple Performance Characteristics

    Soh, Woo Jin; Kim, Heeyoungresearcher; Yum, Bong-Jinresearcher, QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, v.32, no.8, pp.2685 - 2700, 2016-12

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