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SCIESCOPUS

Efficient computer experiment-based optimization through variable selection

Shih, Dachuan T.; Kim, Seoung Bum; Chen, Victoria C. P.; Rosenberger, Jay M.; Pilla, Venkata L.

ArticleIssue Date2014CitationANNALS OF OPERATIONS RESEARCH, v.216, no.1, pp.287 - 305PublisherSPRINGER

SCIESCOPUS

A Density-focused Support Vector Data Description Method

Phaladiganon, Poovich; Kim, Seoung Bum; Chen, Victoria C. P.

ArticleIssue Date2014CitationQUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, v.30, no.6, pp.879 - 890PublisherWILEY

SCIESCOPUS

Consensus rate-based label propagation for semi-supervised classification

Yu, Jaehong; Kim, Seoung Bum

ArticleIssue Date2018CitationINFORMATION SCIENCES, v.465, pp.265 - 284PublisherELSEVIER SCIENCE INC

SCIESCOPUS

Comparative Study on Exponentially Weighted Moving Average Approaches for the Self-Starting Forecasting

Yu, Jaehong; Kim, Seoung Bum; Bai, Jinli; Han, Sung Won

ArticleIssue Date2020CitationAPPLIED SCIENCES-BASEL, v.10, no.20PublisherMDPI

SCIESCOPUS

STRUCTURED REGULARIZATION MODELING FOR VIRTUAL METROLOGY IN SEMICONDUCTOR MANUFACTURING PROCESSES

Park, Chanhee; Park, Sung Ho; Kim, Seoung Bum

ArticleIssue Date2019CitationINTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, v.26, no.6, pp.835 - 849PublisherUNIV CINCINNATI INDUSTRIAL ENGINEERING

SCIESCOPUS

False alarm classification for multivariate manufacturing processes of thin film transistor-liquid crystal displays

Kang, Ji Hoon; Kim, Seoung Bum

ArticleIssue Date2015CitationJOURNAL OF PROCESS CONTROL, v.35, pp.21 - 29PublisherELSEVIER SCI LTD

SCIESCOPUS

One-Class Classification Methods for Process Monitoring and Diagnosis

Cho, Sugon; Kim, Seoung Bum

ArticleIssue Date2015CitationIEEE INTELLIGENT SYSTEMS, v.30, no.6, pp.16 - 18PublisherIEEE COMPUTER SOC

SCIESCOPUS

Collinear groupwise feature selection via discrete fusion group regression

Kim, Younghoon; Kim, Seoung Bum

ArticleIssue Date2018CitationPATTERN RECOGNITION, v.83, pp.1 - 13PublisherELSEVIER SCI LTD

SCIESCOPUS

Time-adaptive support vector data description for nonstationary process monitoring

Lee, Seulki; Kim, Seoung Bum

ArticleIssue Date2018CitationENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v.68, pp.18 - 31PublisherPERGAMON-ELSEVIER SCIENCE LTD

SCIESCOPUS

Process control of time-varying systems using parameter-less self-organizing maps

Choung, Young Jae; Kang, Jihoon; Kim, Seoung Bum

ArticleIssue Date2017CitationJOURNAL OF PROCESS CONTROL, v.52, pp.45 - 56PublisherELSEVIER SCI LTD

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