Researcher Page


Kim, Heeyoung (김희영) O-1769-2013

Department of Industrial & Systems Engineering(산업및시스템공학과)
Research Area
Data Mining, Nonparametric Regression, Spatial Data Modeling, Design of Experiments

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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


Hierarchical Spatially Varying Coefficient Process Model

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


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


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


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


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


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


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


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


Ordinal Classification of Imbalanced Data with Application in Emergency and Disaster Information Services

Kim, Sungil; Kim, Heeyoungresearcher; Namkoong, Younghwan, IEEE INTELLIGENT SYSTEMS, v.31, no.5, pp.50 - 56, 2016-09


심박간격의 마코프 국면전환 모형화를 통한 심방세동 탐지

김희영researcher; 정용한, 대한산업공학회지, v.42, no.4, pp.290 - 295, 2016-08


A new metric of absolute percentage error for intermittent demand forecasts

Kim, Sungil; Kim, Heeyoungresearcher, INTERNATIONAL JOURNAL OF FORECASTING, v.32, no.3, pp.669 - 679, 2016-07

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