Works by Kim, Seoung Bum

Results: 42

Generative Adversarial Networks for De Novo Molecular Design.

Published in:

Molecular Informatics, 2021, v. 40, n. 10, p. 1, doi. 10.1002/minf.202100045

By:

Lee, Young Jae;
Kahng, Hyungu;
Kim, Seoung Bum

Publication type:

Article

3-Dimensional convolutional neural networks for predicting StarCraft Ⅱ results and extracting key game situations.

Published in:

PLoS ONE, 2022, v. 17, n. 3, p. 1, doi. 10.1371/journal.pone.0264550

By:

Baek, Insung;
Kim, Seoung Bum

Publication type:

Article

Convolutional neural network for preprocessing‐free bacterial Spectra identification.

Published in:

Journal of Chemometrics, 2020, v. 34, n. 11, p. 1, doi. 10.1002/cem.3304

By:

Kim, Younghoon;
Lee, Jiyoon;
Ahn, Gonie;
Santos, Inês C.;
Schug, Kevin A.;
Kim, Seoung Bum

Publication type:

Article

Nonparametric multivariate control charts based on a linkage ranking algorithm.

Published in:

Quality & Reliability Engineering International, 2010, v. 26, n. 7, p. 663, doi. 10.1002/qre.1129

By:

Bush, Helen Meyers;
Chongfuangprinya, Panitarn;
Chen, Victoria C. P.;
Sukchotrat, Thuntee;
Seoung Bum Kim

Publication type:

Article

A comparison of CUSUM, EWMA, and temporal scan statistics for detection of increases in poisson rates.

Published in:

Quality & Reliability Engineering International, 2010, v. 26, n. 3, p. 279, doi. 10.1002/qre.1056

By:

SungWon Han;
Kwok-Leung Tsui;
Bancha Ariyajunya;
Seoung Bum Kim

Publication type:

Article

Identification of I‐equivalent subnetworks in Bayesian networks to incorporate experts' knowledge.

Published in:

Expert Systems, 2019, v. 36, n. 1, p. N.PAG, doi. 10.1111/exsy.12346

By:

Lee, Sang Min;
Kim, Seoung Bum

Publication type:

Article

STRUCTURED REGULARIZATION MODELING FOR VIRTUAL METROLOGY IN SEMICONDUCTOR MANUFACTURING PROCESSES.

Published in:

International Journal of Industrial Engineering, 2019, v. 26, n. 6, p. 835

By:

Chanhee Park;
Sung Ho Park;
Seoung Bum Kim

Publication type:

Article

A DATA-DRIVEN TEXT SIMILARITY MEASURE BASED ON CLASSIFICATION ALGORITHMS.

Published in:

International Journal of Industrial Engineering, 2017, v. 24, n. 3, p. 328

By:

Su Gon Cho;
Seoung Bum Kim

Publication type:

Article

Spatio-Temporal Network for Sea Fog Forecasting.

Published in:

Sustainability (2071-1050), 2022, v. 14, n. 23, p. 16163, doi. 10.3390/su142316163

By:

Park, Jinhyeok;
Lee, Young Jae;
Jo, Yongwon;
Kim, Jaehoon;
Han, Jin Hyun;
Kim, Kuk Jin;
Kim, Young Taeg;
Kim, Seoung Bum

Publication type:

Article

Remanufacturing Decision-Making for Gas Insulated Switchgear with Remaining Useful Life Prediction.

Published in:

Sustainability (2071-1050), 2022, v. 14, n. 19, p. 12357, doi. 10.3390/su141912357

By:

Moon, Seokho;
Cho, Hansam;
Koh, Eunji;
Cho, Yong Sung;
Oh, Hyoung Lok;
Kim, Younghoon;
Kim, Seoung Bum

Publication type:

Article

Multi-agent reinforcement learning with approximate model learning for competitive games.

Published in:

PLoS ONE, 2019, v. 14, n. 9, p. 1, doi. 10.1371/journal.pone.0222215

By:

Park, Young Joon;
Cho, Yoon Sang;
Kim, Seoung Bum

Publication type:

Article

Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra.

Published in:

Statistical Analysis & Data Mining, 2008, v. 1, n. 2, p. 57, doi. 10.1002/sam.10005

By:

Kim, Seoung Bum;
Chen, Victoria C. P.;
Park, Youngja;
Ziegler, Thomas R.;
Jones, Dean P.

Publication type:

Article

Multivariate control charts that combine the Hotelling T<sup>2</sup> and classification algorithms.

Published in:

Journal of the Operational Research Society, 2019, v. 70, n. 6, p. 889, doi. 10.1080/01605682.2018.1468859

By:

Park, Sung Ho;
Kim, Seoung Bum

Publication type:

Article

Preface: Data mining and decision analytics.

Published in:

Annals of Operations Research, 2021, v. 303, n. 1/2, p. 1, doi. 10.1007/s10479-021-04165-2

By:

Chen, Victoria C. P.;
Kim, Seoung Bum;
Oztekin, Asil

Publication type:

Article

Preface: Data mining and analytics.

Published in:

Annals of Operations Research, 2018, v. 263, n. 1/2, p. 1, doi. 10.1007/s10479-018-2787-1

By:

Chen, Victoria C. P.;
Kim, Seoung Bum;
Oztekin, Asil;
Sundaramoorthi, Duraikannan

Publication type:

Article

Data-driven optimization for Dallas Fort Worth International Airport deicing activities.

Published in:

Annals of Operations Research, 2018, v. 263, n. 1/2, p. 361, doi. 10.1007/s10479-017-2747-1

By:

Fan, Huiyuan;
Tarun, Prashant K.;
Chen, Victoria C. P.;
Shih, Dachuan T.;
Rosenberger, Jay M.;
Kim, Seoung Bum;
Horton, Robert A.

Publication type:

Article

A Bayesian approach for the alignment of high-resolution NMR spectra.

Published in:

Annals of Operations Research, 2010, v. 174, n. 1, p. 19, doi. 10.1007/s10479-008-0332-3

By:

Kim, Seoung Bum;
Wang, Zhou;
Hiremath, Basavaraj

Publication type:

Article

A Machine Learning-Based Study of the Effects of Air Pollution and Weather in Respiratory Disease Patients Visiting Emergency Departments.

Published in:

Emergency Medicine International, 2022, p. 1, doi. 10.1155/2022/4462018

By:

Lee, Eu Sun;
Kim, Jung-Youn;
Yoon, Young-Hoon;
Kim, Seoung Bum;
Kahng, Hyungu;
Park, Jinhyeok;
Kim, Jaehoon;
Lee, Minjae;
Hwang, Haeun;
Park, Sung Joon

Publication type:

Article

Analysis of the Adequacy of Prehospital Emergency Medical Services Use of Patients Who Visited Emergency Departments in Korea from 2016 to 2018: Data from the National Emergency Department Information System.

Published in:

Emergency Medicine International, 2021, p. 1, doi. 10.1155/2021/6647149

By:

Park, Sung Joon;
Kim, Jung-Youn;
Yoon, Young-Hoon;
Lee, Eu Sun;
Kim, Hyun-Jin;
Kim, Seoung Bum;
Kahng, Hyun Gu

Publication type:

Article

Improving Environmental Sustainability by Characterizing Spatial and Temporal Concentrations of Ozone.

Published in:

Sustainability (2071-1050), 2018, v. 10, n. 12, p. 4551, doi. 10.3390/su10124551

By:

Lee, Kyu Jong;
Kahng, Hyungu;
Kim, Seoung Bum;
Park, Sun Kyoung

Publication type:

Article

CowSSL: contrastive open-world semi-supervised learning for wafer bin map.

Published in:

Journal of Intelligent Manufacturing, 2025, v. 36, n. 3, p. 2163, doi. 10.1007/s10845-024-02351-0

By:

Baek, Insung;
Hwang, Sung Jin;
Kim, Seoung Bum

Publication type:

Article

Contrastive deep clustering for detecting new defect patterns in wafer bin maps.

Published in:

International Journal of Advanced Manufacturing Technology, 2024, v. 130, n. 7/8, p. 3561, doi. 10.1007/s00170-023-12939-0

By:

Baek, Insung;
Kim, Seoung Bum

Publication type:

Article

Pallet Recognition with Multi-Task Learning for Automated Guided Vehicles.

Published in:

Applied Sciences (2076-3417), 2021, v. 11, n. 24, p. 11808, doi. 10.3390/app112411808

By:

Mok, Chunghyup;
Baek, Insung;
Cho, Yoon Sang;
Kim, Younghoon;
Kim, Seoung Bum

Publication type:

Article

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

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 20, p. 7351, doi. 10.3390/app10207351

By:

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

Publication type:

Article

Integration of support vector machines and control charts for multivariate process monitoring.

Published in:

Journal of Statistical Computation & Simulation, 2011, v. 81, n. 9, p. 1157, doi. 10.1080/00949651003789074

By:

Chongfuangprinya, Panitarn;
Kim, Seoung Bum;
Park, Sun-Kyoung;
Sukchotrat, Thuntee

Publication type:

Article

Laser desorption/ionization mass spectrometry fingerprinting of complex hydrocarbon mixtures: application to crude oils using data mining techniques.

Published in:

Rapid Communications in Mass Spectrometry: RCM, 2008, v. 22, n. 14, p. 2220, doi. 10.1002/rcm.3606

By:

Nguyen, Hien P.;
Ortiz, Israel P.;
Temiyasathit, Chivalai;
Kim, Seoung Bum;
Schug, Kevin A.

Publication type:

Article

A Density-focused Support Vector Data Description Method.

Published in:

Quality & Reliability Engineering International, 2014, v. 30, n. 6, p. 879, doi. 10.1002/qre.1688

By:

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

Publication type:

Article

A Comparison of Spatiotemporal Surveillance Methods for Nonhomogeneous Change Size.

Published in:

Communications in Statistics: Simulation & Computation, 2015, v. 44, n. 10, p. 2714, doi. 10.1080/03610918.2013.844837

By:

Han, Sung Won;
Lee, Kyu Jong;
Zhong, Hua;
Kim, Seoung Bum

Publication type:

Article

Comparison of Novelty Score-Based Multivariate Control Charts.

Published in:

Communications in Statistics: Simulation & Computation, 2015, v. 44, n. 5, p. 1126, doi. 10.1080/03610918.2013.809098

By:

Tuerhong, Gulanbaier;
Bum Kim, Seoung

Publication type:

Article

Multivariate Control Charts Based on Hybrid Novelty Scores.

Published in:

Communications in Statistics: Simulation & Computation, 2014, v. 43, n. 1, p. 115, doi. 10.1080/03610918.2012.698775

By:

Tuerhong, Gulanbaier;
Bum kim, Seoung;
Kang, Pilsung;
Cho, Sungzoon

Publication type:

Article

An Ensemble Feature Ranking Algorithm for Clustering Analysis.

Published in:

Journal of Classification, 2020, v. 37, n. 2, p. 462, doi. 10.1007/s00357-019-09330-8

By:

Yu, Jaehong;
Zhong, Hua;
Kim, Seoung Bum

Publication type:

Article

Integration of classification algorithms and control chart techniques for monitoring multivariate processes.

Published in:

Journal of Statistical Computation & Simulation, 2011, v. 81, n. 12, p. 1897, doi. 10.1080/00949655.2010.507765

By:

Sukchotrat, Thuntee;
Kim, Seoung Bum;
Tsui, Kwok-Leung;
Chen, Victoria C.P.

Publication type:

Article

Sample-efficient multi-agent reinforcement learning with masked reconstruction.

Published in:

PLoS ONE, 2023, v. 18, n. 9, p. 1, doi. 10.1371/journal.pone.0291545

By:

Kim, Jung In;
Lee, Young Jae;
Heo, Jongkook;
Park, Jinhyeok;
Kim, Jaehoon;
Lim, Sae Rin;
Jeong, Jinyong;
Kim, Seoung Bum

Publication type:

Article

A finite-sample simulation study of cross validation in tree-based models.

Published in:

Information Technology & Management, 2009, v. 10, n. 4, p. 223, doi. 10.1007/s10799-009-0052-7

By:

Seoung Bum Kim;
Xiaoming Huo;
Kwok-Leung Tsui

Publication type:

Article

Dental Informatics to Characterize Patients with Dentofacial Deformities.

Published in:

PLoS ONE, 2013, v. 8, n. 8, p. 1, doi. 10.1371/journal.pone.0067862

By:

Kim, Seoung Bum;
Lee, Jung Woo;
Kim, Sin Young;
Lee, Deok Won

Publication type:

Article

Association Rule Mining and Network Analysis in Oriental Medicine.

Published in:

PLoS ONE, 2013, v. 8, n. 3, p. 1, doi. 10.1371/journal.pone.0059241

By:

Yang, Dong Hoon;
Kang, Ji Hoon;
Park, Young Bae;
Park, Young Jae;
Oh, Hwan Sup;
Kim, Seoung Bum

Publication type:

Article

A data-integrated simulation-based optimization for assigning nurses to patient admissions.

Published in:

Health Care Management Science, 2010, v. 13, n. 3, p. 210, doi. 10.1007/s10729-009-9124-9

By:

Sundaramoorthi, Duraikannan;
Chen, Victoria C. P.;
Rosenberger, Jay M.;
Seoung Bum Kim;
Buckley-Behan, Deborah F.

Publication type:

Article

A data-integrated simulation model to evaluate nurse-patient assignments.

Published in:

Health Care Management Science, 2009, v. 12, n. 3, p. 252, doi. 10.1007/s10729-008-9090-7

By:

Sundaramoorthi, Durai;
Chen, Victoria C. P.;
Rosenberger, Jay M.;
Seoung Bum Kim;
Buckley-Behan, Deborah F.

Publication type:

Article

Response: William H. WOODALL, Rachelle KOUDELIK, Kwok-Leung TSUI, Seoung Bum KIM, Zachary G. STOUMBOS and Christos P. CARVOUNIS, MD.

Published in:

Technometrics, 2003, v. 45, n. 1, p. 29

By:

Woodall, William H.;
Koudelik, Rachelle;
Kwok-Leung Tsui;
Seoung Bum Kim;
Stoumbos, Zachary G.;
Carvounis, Christos P.

Publication type:

Article

A Review and Analysis of the Mahalanobis-Taguchi System.

Published in:

Technometrics, 2003, v. 45, n. 1, p. 1

By:

Stoumbos, Zachary G.;
Woodall, William H.;
Koudelik, Rachelle;
Kwok-Leung Tsui;
Seoung Bum Kim;
Carvounis, Christos P.

Publication type:

Article

Data science and decision analytics.

Published in:

Annals of Operations Research, 2024, v. 341, n. 1, p. 1, doi. 10.1007/s10479-024-06272-2

By:

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

Publication type:

Article

FBP: A Frontier-Based Tree-Pruning Algorithm.

Published in:

INFORMS Journal on Computing, 2006, v. 18, n. 4, p. 494, doi. 10.1287/ijoc.1050.0133

By:

Xiaoming Huo;
Seoung Bum Kim;
Kwok-Leung Tsui;
Shuchun Wang

Publication type:

Article