Researcher Page


Kim, Heeyoung (김희영) O-1769-2013

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

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

Soh, Woo Jin; Kim, Heeyoungresearcher; Yum, Bong-JinresearcherSPRINGERANNALS 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, HeeyoungresearcherTAYLOR & FRANCIS INCIISE TRANSACTIONS , v.50, no.2, pp.99 - 111, 2018-01


Hierarchical Spatially Varying Coefficient Process Model

Kim, Heeyoungresearcher; Lee, JaehwanAMER STATISTICAL ASSOCTECHNOMETRICS, 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; Lee, UichinresearcherACMProceedings 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, HeeyoungresearcherELSEVIER SCI LTDBIOMEDICAL 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; Lu, Jye-Chyi; Wang, Kan; Zhang, Chuck; Grover, Martha A.; Wang, BenSPRINGER LONDON LTDINTERNATIONAL 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, YongroPALGRAVE MACMILLAN LTDJOURNAL 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; Lu, Jye-Chyi; Grover, Martha A.AMER SOC QUALITY CONTROL-ASQCJOURNAL 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; Lu, Jye-Chyi; Grover, Martha A.TAYLOR & FRANCIS LTDINTERNATIONAL 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-JinresearcherWILEY-BLACKWELLQUALITY 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, YounghwanIEEE COMPUTER SOCIEEE INTELLIGENT SYSTEMS, v.31, no.5, pp.50 - 56, 2016-09


심박간격의 마코프 국면전환 모형화를 통한 심방세동 탐지

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


A new metric of absolute percentage error for intermittent demand forecasts

Kim, Sungil; Kim, HeeyoungresearcherELSEVIER SCIENCE BVINTERNATIONAL JOURNAL OF FORECASTING, v.32, no.3, pp.669 - 679, 2016-07


Adaptive combined space-filling and D-optimal designs

Kim, Sungil; Kim, Heeyoungresearcher; Lu, Richard W.; Lu, Jye-Chyi; Casciato, Michael J.; Grover, Martha A.TAYLOR & FRANCIS LTDINTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.53, no.17, pp.5354 - 5368, 2015-09


Layers of Experiments with Adaptive Combined Design

Kim, Sungil; Kim, Heeyoungresearcher; Lu, Jye-Chyi; Casciato, Michael J.; Grover, Martha A.; Hess, Dennis W.; Lu, Richard W.; Wang, XinWILEY-BLACKWELLNAVAL RESEARCH LOGISTICS, v.62, no.2, pp.127 - 142, 2015-03


A single interval based classifier

Kim, Heeyoungresearcher; Huo, Xiaoming; Shi, JianjunSpringerANNALS OF OPERATIONS RESEARCH, v.216, no.1, pp.307 - 325, 2014-05


A Lipschitz Regularity-Based Statistical Model With Applications in Coordinate Metrology

Kim, Heeyoungresearcher; Huo, Xiaoming; Shilling, Meghan; Tran, Hy DIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, v.11, no.2, pp.327 - 337, 2014-04


Asymptotic optimality of a multivariate version of the generalized cross validation in adaptive smoothing splines

Kim, Heeyoungresearcher; Huo, XiaomingINST MATHEMATICAL STATISTICSELECTRONIC JOURNAL OF STATISTICS, v.8, pp.159 - 183, 2014 View PDF (346kb)


Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data

Lee, Kichun; Gray, Alexander; Kim, HeeyoungresearcherSPRINGERDATA MINING AND KNOWLEDGE DISCOVERY, v.26, no.3, pp.512 - 532, 2013-05


Locally optimal adaptive smoothing splines

Kim, Heeyoungresearcher; Huo, XiaomingTAYLOR FRANCIS LTDJOURNAL OF NONPARAMETRIC STATISTICS, v.24, no.3, pp.665 - 680, 2012

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