S. Kim

发表

kNNDD-based One-Class Classification by Nonparametric Density Estimation

Seoung Bum Kim, J. Son, S. Kim, 2012 .

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

Jay M. Rosenberger, Deborah F. Buckley-Behan, V. Chen, 2010, Health care management science.

An ensemble regularization method for feature selection in mass spectral fingerprints

Kevin A. Schug, Younghoon Kim, Seoung Bum Kim, 2015 .

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

Kwok-Leung Tsui, Victoria C. P. Chen, Thuntee Sukchotrat, 2011 .

Recommendation of Personalized Surveillance Interval of Colonoscopy via Survival Analysis

Eun Sun Kim, S. Kim, Ja-Sung Gu, 2016 .

Data-Driven Optimization for Minimizing the Environmental Impact of Airport Deicing Activities

Jay M. Rosenberger, V. Chen, S. Kim, 2013 .

A Novelty Detection Algorithm for Multiple Normal Classes : Application to TFT-LCD Processes

S. Kim, T. Joo, 2013 .

Analysis on the Voting Activities of the 18th National Assembly of South Korea based on the Member-level Similarity

S. Kim, Pilsung Kang, S. Cho, 2014 .

Improving Environmental Sustainability by Characterizing Spatial and Temporal Concentrations of Ozone

Hyungu Kahng, Kyu Jong Lee, Seoung Bum Kim, 2018, Sustainability.

A Text Mining Approach to Find Patterns Associated with Diseases and Herbal Materials in Oriental Medicine

S. Kim, J. Kang, D. Yang, 2012 .

Adaptive Process Monitoring for Time-Varying Situations Using Statistical Learning Algorithms

Seoung Bum Kim, Seulki Lee, S. Kim, 2016 .

Analysis of bacterial FAMEs using gas chromatography - vacuum ultraviolet spectroscopy for the identification and discrimination of bacteria.

S. Kim, Inês C. Santos, K. Schug, 2018, Talanta.

Convolutional neural network for preprocessing‐free bacterial Spectra identification

Seoung Bum Kim, Younghoon Kim, Gonie Ahn, 2020, Journal of Chemometrics.

Mixed Integer Programming-Based One-Class Classification Method for Process Monitoring

Seoung Bum Kim, Younghoon Kim, S. Kim, 2016 .

NOVEL NONPARAMETRIC CONTROL CHARTS FOR MONITORING MULTIVARIATE PROCESSES by PANITARN CHONGFUANGPRINYA

P. Dechaumphai, S. Kim, 2009 .

Recursive partitioning clustering tree algorithm

S. Kim, C. Park, J. Kang, 2016, Pattern Analysis and Applications.

An Ensemble Feature Ranking Algorithm for Clustering Analysis

S. Kim, Jaehong Yu, H. Zhong, 2019, Journal of Classification.

Efficient computer experiment-based optimization through variable selection

Venkata L. Pilla, Dachuan T. Shih, V. Chen, 2012, Annals of Operations Research.

Swarm ascending: Swarm intelligence-based exemplar group detection for robust clustering

Younghoon Kim, Minjung Lee, Seoung Bum Kim, 2021, Appl. Soft Comput..

An Ensemble Feature Ranking Algorithm for Clustering Analysis

Seoung Bum Kim, Jaehong Yu, Hua Zhong, 2020, J. Classif..

Density-based geodesic distance for identifying the noisy and nonlinear clusters

Seoung Bum Kim, Jaehong Yu, S. Kim, 2016, Inf. Sci..

Outer-Points shaver: Robust graph-based clustering via node cutting

Seoung Bum Kim, Hyungrok Do, Younghoon Kim, 2020, Pattern Recognit..

Consensus rate-based label propagation for semi-supervised classification

Seoung Bum Kim, Jaehong Yu, S. Kim, 2018, Inf. Sci..

A density-based noisy graph partitioning algorithm

Jaehong Yu, Seoung Bum Kim, S. Kim, 2016, Neurocomputing.

텍스트마이닝을 활용한 미국 대통령 취임 연설문의 트렌드 연구 / Discovering Meaningful Trends in the Inaugural Addresses of United States Presidents Via Text Mining

Jaehee Cho, Seoung Bum Kim, Su Gon Cho, 2015 .

Finding Meaningful Pattern of Key Words in IIE Transactions Using Text Mining

Seoung Bum Kim, Su Gon Cho, S. Kim, 2012 .

Identification of Research Patterns and Trends through Text Mining

S. Kim, S. Cho, 2022 .

An effective classification procedure for diagnosis of prostate cancer in near infrared spectra

Seoung Bum Kim, Hanli Liu, Chivalai Temiyasathit, 2010, Expert Syst. Appl..

Clustering Analysis First Stage Classification Model : k Nearest Neighbor Second Stage Classification Model : Feature Selection : Classification Tree Classification Model : Classification Tree Classification Result : Normal or Tumor Mixed Cluster Pure Clusters Classification Result : Normal

Aditya V. Mathker, J. Cadeddu, K. Bensalah, 2010 .

Functional data analysis for environmental and biomedical problems

Seoung Bum Kim, Chivalai Temiyasathit, S. Kim, 2008 .

Time-adaptive support vector data description for nonstationary process monitoring

Seoung Bum Kim, Seulki Lee, S. Kim, 2018, Eng. Appl. Artif. Intell..

A Density‐focused Support Vector Data Description Method

Seoung Bum Kim, Victoria C. P. Chen, Poovich Phaladiganon, 2014, Qual. Reliab. Eng. Int..

Gower distance-based multivariate control charts for a mixture of continuous and categorical variables

Seoung Bum Kim, Gulanbaier Tuerhong, S. Kim, 2014, Expert Syst. Appl..

A clustering algorithm-based control chart for inhomogeneously distributed TFT-LCD processes

Seoung Bum Kim, Ji Hoon Kang, S. Kim, 2013 .

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

Panitarn Chongfuangprinya, Sun-Kyoung Park, Thuntee Sukchotrat, 2011 .

One-class classification-based control charts for multivariate process monitoring

Seoung Bum Kim, Fugee Tsung, Thuntee Sukchotrat, 2009 .

Unsupervised feature selection using weighted principal components

Seoung Bum Kim, Panaya Rattakorn, S. Kim, 2011, Expert Syst. Appl..

Addressing state space multicollinearity in solving an ozone pollution dynamic control problem

Ying Chen, Jay M. Rosenberger, Seoung Bum Kim, 2021, Eur. J. Oper. Res..

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

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2009, Health care management science.

Decision tree models for characterizing smoking patterns of older adults

Seoung Bum Kim, Weerawat Jitpitaklert, Suk-Young Kang, 2012, Expert Syst. Appl..

Evaluation of Fine Particle Number Concentrations in CMAQ

Yongtao Hu, Sun-Kyoung Park, Armistead G. Russell, 2006 .

Convolutional neural network for preprocessing‐free bacterial Spectra identification

Seoung Bum Kim, Gonie Ahn, Jiyoon Lee, 2020, Journal of Chemometrics.

Local T 2 Control Charts for Process Control in Local Structure and Abnormal Distribution Data

Seoung Bum Kim, Jeong Hun Kim, S. Kim, 2012 .

Uncertainty-aware soft sensor using Bayesian recurrent neural networks

Jinsoo Bae, Minjung Lee, Seoung Bum Kim, 2021, Adv. Eng. Informatics.

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

Seoung Bum Kim, Young Jae Choung, Ji Hoon Kang, 2017 .

Academic paper recommender system using multilevel simultaneous citation networks

Seoung Bum Kim, Jieun Son, S. Kim, 2018, Decis. Support Syst..

Prediction of Product Life Cycle Using Data Mining Algorithms : A Case Study of Clothing Industry

Seoung Bum Kim, Seulki Lee, Hankyu Lee, 2014 .

Content-based filtering for recommendation systems using multiattribute networks

Seoung Bum Kim, Jieun Son, S. Kim, 2017, Expert Syst. Appl..

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

Seoung Bum Kim, Jaehong Yu, Sung Won Han, 2020, Applied Sciences.

Collinear groupwise feature selection via discrete fusion group regression

Younghoon Kim, Seoung Bum Kim, S. Kim, 2018, Pattern Recognit..

Dynamic dispatching system using a deep denoising autoencoder for semiconductor manufacturing

Seoung Bum Kim, Sangmin Lee, Hae Joong Kim, 2020, Appl. Soft Comput..

Comparison of Novelty Score-Based Multivariate Control Charts

Seoung Bum Kim, Gulanbaier Tuerhong, S. Kim, 2015, Commun. Stat. Simul. Comput..

Multivariate Control Charts Based on Hybrid Novelty Scores

Sungzoon Cho, Seoung Bum Kim, Pilsung Kang, 2014, Commun. Stat. Simul. Comput..

Iterative two-stage hybrid algorithm for the vehicle lifter location problem in semiconductor manufacturing

Seoung Bum Kim, Sang Min Lee, Taesu Cheong, 2019, Journal of Manufacturing Systems.

Characterization of Spatially Homogeneous Regions Based on Temporal Patterns of Fine Particulate Matter in the Continental United States

Armistead G Russell, Chivalai Temiyasathit, Sun-Kyoung Park, 2008, Journal of the Air & Waste Management Association.

Comments on: Optimization and data mining in medicine

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2009 .

An overlap-sensitive margin classifier for imbalanced and overlapping data

Seoung Bum Kim, Hankyu Lee, S. Kim, 2018, Expert Syst. Appl..

Review and Analysis of Recommender Systems

Sungzoon Cho, Seoung Bum Kim, Jieun Son, 2015 .

A Comparison of Spatiotemporal Surveillance Methods for Nonhomogeneous Change Size

Seoung Bum Kim, Hua Zhong, Kyu Jong Lee, 2015, Commun. Stat. Simul. Comput..

Bootstrap-Based T 2 Multivariate Control Charts

Seoung Bum Kim, Jun-Geol Baek, Victoria C. P. Chen, 2011, Commun. Stat. Simul. Comput..

One-Class Classification-Based Control Charts for Monitoring Autocorrelated Multivariate Processes

Seoung Bum Kim, Thuntee Sukchotrat, Weerawat Jitpitaklert, 2010, Commun. Stat. Simul. Comput..

Virtual metrology modeling of time-dependent spectroscopic signals by a fused lasso algorithm

Seoung Bum Kim, Chan Hee Park, S. Kim, 2016 .

Spatial prediction of ozone concentration profiles

Seoung Bum Kim, Chivalai Temiyasathit, Sun-Kyoung Park, 2009, Comput. Stat. Data Anal..

Active semi-supervised learning with multiple complementary information

Sung Ho Park, Seoung Bum Kim, S. Kim, 2019, Expert Syst. Appl..

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

Seoung Bum Kim, Sang Min Lee, S. Kim, 2018, Expert Syst. J. Knowl. Eng..

Simulation and patient assignment: unearthing patterns.

Deborah F. Buckley-Behan, V. Chen, S. Kim, 2010, Nursing management.

Process monitoring using variational autoencoder for high-dimensional nonlinear processes

Seoung Bum Kim, Kwok-Leung Tsui, Mingu Kwak, 2019, Eng. Appl. Artif. Intell..

Graph Structured Sparse Subset Selection

Seoung Bum Kim, Myun-Seok Cheon, Hyungrok Do, 2020, Inf. Sci..

N-gram Feature Selection for Text Classification Based on Symmetrical Conditional Probability and TF-IDF

Seoung Bum Kim, Woo-Sik Choi, S. Kim, 2015 .

A convex version of multivariate adaptive regression splines

Seoung Bum Kim, Victoria C. P. Chen, Dachuan T. Shih, 2015, Comput. Stat. Data Anal..

Efficient computer experiment-based optimization through variable selection

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2014, Ann. Oper. Res..

Time series forecasting based on wavelet filtering

Seoung Bum Kim, Tae Woo Joo, S. Kim, 2015, Expert Syst. Appl..

Characterization of Spatially Homogeneous Regions Based on Temporal Patterns of Particulate Matter 2 . 5 in the Continental United States COSMOS Technical Report 0701

Melanie L. Sattler, A. Russell, V. Chen, 2009 .

Rule Selection Method in Decision Tree Models

Seoung Bum Kim, Jieun Son, S. Kim, 2014 .

Adaptive nonparametric control chart for time-varying and multimodal processes

Seoung Bum Kim, Jaehong Yu, Ji Hoon Kang, 2016 .

Multitask learning for virtual metrology in semiconductor manufacturing systems

Younghoon Kim, Seoung Bum Kim, Youngjoon Park, 2018, Comput. Ind. Eng..

Principal component analysis-based control charts for multivariate nonnormal distributions

Seoung Bum Kim, Wei Jiang, Victoria C. P. Chen, 2013, Expert Syst. Appl..

Sequential random k-nearest neighbor feature selection for high-dimensional data

Seoung Bum Kim, Chan Hee Park, S. Kim, 2015, Expert Syst. Appl..

A deep learning-based sports player evaluation model based on game statistics and news articles

Hyung Seok Kim, Seoung Bum Kim, Pilsung Kang, 2017, Knowl. Based Syst..

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

Jay M. Rosenberger, Seoung Bum Kim, Victoria C. P. Chen, 2018, Ann. Oper. Res..

Data mining modeling on the environmental impact of airport deicing activities

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2011, Expert Syst. Appl..

Simulation and patient assignment: unearthing patterns.

Deborah F. Buckley-Behan, V. Chen, S. Kim, 2010, Nursing management.

반도체 제조 가상계측 공정변수를 이용한 웨이퍼 수율 예측 / A Prediction of Wafer Yield Using Product Fabrication Virtual Metrology Process Parameters in Semiconductor Manufacturing

Wan Sik Nam, Seoung Bum Kim, S. Kim, 2015 .

A Data-Driven Activity Monitoring Method for Abnormal Sales Behavior Detection

Sung Ho Park, Seoung Bum Kim, S. Kim, 2014 .

Multivariate control charts that combine the Hotelling T2 and classification algorithms

Sung Ho Park, Seoung Bum Kim, S. Kim, 2018, J. Oper. Res. Soc..

Data mining for state space orthogonalization in adaptive dynamic programming

Ying Chen, Seoung Bum Kim, Victoria C. P. Chen, 2017, Expert Syst. Appl..

Feature network-driven quadrant mapping for summarizing customer reviews

Seoung Bum Kim, Su Gon Cho, S. Kim, 2017, Journal of Systems Science and Systems Engineering.

A comparison study and discussion of the Mahalanobis-Taguchi System

Seoung Bum Kim, Kwok-Leung Tsui, Victoria C. P. Chen, 2009 .

Nonparametric multivariate control charts based on a linkage ranking algorithm

Seoung Bum Kim, Victoria C. P. Chen, Thuntee Sukchotrat, 2010, Qual. Reliab. Eng. Int..

Summarization of Documents by Finding Key Sentences Based on Social Network Analysis

Seoung Bum Kim, Su Gon Cho, S. Kim, 2015, IEA/AIE.