Myong K. Jeong

62 papers Journal 61Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayesian importance-weighted support vector data description.
Pattern Recognit.
Taha J. Alhindi, Omar Alturkistani, Jaeseung Baek, Sangahn Kim, Mehmet Turkoz, Myong K. Jeong
2024 J jnl
A Novel Similarity-Based Link Prediction Approach for Transaction Networks.
IEEE Trans. Engineering Management
Yi Yu, Ali Tosyali, Jaeseung Baek, Myong K. Jeong
2024 J jnl
Convolutional neural network based multi-input multi-output model for multi-sensor multivariate virtual metrology in semiconductor manufacturing.
Ann. Oper. Res.
Jeongsub Choi, Mengmeng Zhu, Jihoon Kang, Myong K. Jeong
2024 J jnl
Deep learning applications in operations research.
Ann. Oper. Res.
Ajay Kumar, Alexandra Brintrup, Eric W. T. Ngai, Ravi Shankar, Myong K. Jeong
2024 J jnl
Dynamic sparse PCA: a dimensional reduction method for sensor data in virtual metrology.
Expert Syst. Appl.
Tianhui Wang, Yifan Xie, Youngseon Jeong, Myong K. Jeong
2024 J jnl
Gaussian kernel with correlated variables for incomplete data.
Ann. Oper. Res.
Jeongsub Choi, Youngdoo Son, Myong K. Jeong
2024 J jnl
Monitoring of group-structured high-dimensional processes via sparse group LASSO.
Ann. Oper. Res.
Sangahn Kim, Mehmet Turkoz, Myong K. Jeong, Elsayed A. Elsayed
2024 J jnl
Multi-source adaptive thresholding adaboost with application to virtual metrology.
Int. J. Prod. Res.
Yifan Xie, Tianhui Wang, Myong K. Jeong, Gyeong Taek Lee
2024 J jnl
Orthogonal binary singular value decomposition method for automated windshield wiper fault detection.
Int. J. Prod. Res.
Taha J. Alhindi, Jaeseung Baek, Youngseon Jeong, Myong K. Jeong
2024 J jnl
Robust asymmetric non-negative matrix factorization for clustering nodes in directed networks.
Ann. Oper. Res.
Yi Yu, Jaeseung Baek, Ali Tosyali, Myong K. Jeong
2024 J jnl
Spatial randomness-based anomaly detection approach for monitoring local variations in multimode surface topography.
Ann. Oper. Res.
Jaeseung Baek, Myong K. Jeong, Elsayed A. Elsayed
2024 J jnl
True sparse PCA for reducing the number of essential sensors in virtual metrology.
Int. J. Prod. Res.
Yifan Xie, Tianhui Wang, Young-Seon Jeong, Ali Tosyali, Myong K. Jeong
2023 J jnl
A wavelet-based real-time fire detection algorithm with multi-modeling framework.
Expert Syst. Appl.
Jaeseung Baek, Taha J. Alhindi, Young-Seon Jeong, Myong K. Jeong, Seongho Seo, Jongseok Kang, We Shim, Yoseob Heo
2023 J jnl
Generalised spatially weighted autocorrelation approach for monitoring and diagnosing faults in 3D topographic surfaces.
Int. J. Prod. Res.
Mejdal A. Alqahtani, Myong K. Jeong, Elsayed A. Elsayed
2023 J jnl
Monitoring variations in multimode surface topography.
Int. J. Prod. Res.
Jaeseung Baek, Myong K. Jeong, Elsayed A. Elsayed
2022 J jnl
Residual-Based Surface Segmentation for Monitoring Topographic Variations.
IEEE Trans Autom. Sci. Eng.
Jaeseung Baek, Myong K. Jeong, Elsayed A. Elsayed
2022 J jnl
Restricted Relevance Vector Machine for Missing Data and Application to Virtual Metrology.
IEEE Trans Autom. Sci. Eng.
Jeongsub Choi, Youngdoo Son, Myong K. Jeong
2021 J jnl
A dynamic graph-based approach to ranking firms for identifying key players using inter-firm transactions.
Ann. Oper. Res.
Ali Tosyali, Jeongsub Choi, Byunghoon Kim, Ho-Shin Lee, Myong K. Jeong
2021 J jnl
Measures of Scatter and Fisher Discriminant Analysis for Uncertain Data.
IEEE Trans. Syst. Man Cybern. Syst.
Behnam Tavakkol, Myong K. Jeong, Susan L. Albin
2021 J jnl
Multi-Label Separation-Deviation Surface Model for Detecting Spatial Defects in Topographic Surfaces.
IEEE Trans. Ind. Informatics
Mejdal A. Alqahtani, Myong K. Jeong, Elsayed A. Elsayed
2021 J jnl
New multivariate kernel density estimator for uncertain data classification.
Ann. Oper. Res.
Byunghoon Kim, Young-Seon Jeong, Myong K. Jeong
2021 J jnl
Spatially weighted graph theory-based approach for monitoring faults in 3D topographic surfaces.
Int. J. Prod. Res.
Mejdal A. Alqahtani, Myong K. Jeong, Elsayed A. Elsayed
2021 J jnl
Support vector regression for polyhedral and missing data.
Ann. Oper. Res.
Gianluca Gazzola, Myong K. Jeong
2021 J jnl
Validity indices for clusters of uncertain data objects.
Ann. Oper. Res.
Behnam Tavakkol, Myong K. Jeong, Susan L. Albin
2020 J jnl
A generalised uncertain decision tree for defect classification of multiple wafer maps.
Int. J. Prod. Res.
Byunghoon Kim, Young-Seon Jeong, Seung Hoon Tong, Myong K. Jeong
2020 J jnl
Generalized support vector data description for anomaly detection.
Pattern Recognit.
Mehmet Turkoz, Sangahn Kim, Youngdoo Son, Myong K. Jeong, Elsayed A. Elsayed
2020 J jnl
Multilevel spatial randomness approach for monitoring changes in 3D topographic surfaces.
Int. J. Prod. Res.
Mejdal A. Alqahtani, Myong K. Jeong, Elsayed A. Elsayed
2020 J jnl
New node anomaly detection algorithm based on nonnegative matrix factorization for directed citation networks.
Ann. Oper. Res.
Ali Tosyali, Jinho Kim, Jeongsub Choi, Yunyi Kang, Myong K. Jeong
2019 J jnl
Regularized asymmetric nonnegative matrix factorization for clustering in directed networks.
Pattern Recognit. Lett.
Ali Tosyali, Jinho Kim, Jeongsub Choi, Myong K. Jeong
2018 J jnl
A new clustering validity index for arbitrary shape of clusters.
Pattern Recognit. Lett.
Soo-Hyun Lee, Young-Seon Jeong, Jae-Yun Kim, Myong K. Jeong
2018 J jnl
Robust relevance vector machine for classification with variational inference.
Ann. Oper. Res.
Sangheum Hwang, Myong K. Jeong
2017 J jnl
Monitoring multistage processes with autocorrelated observations.
Int. J. Prod. Res.
Jinho Kim, Myong K. Jeong, Elsayed A. Elsayed
2017 J jnl
Two-phase edge outlier detection method for technology opportunity discovery.
Scientometrics
Byunghoon Kim, Gianluca Gazzola, Jaekyung Yang, Jae-Min Lee, Byoung-Youl Coh, Myong K. Jeong, Young-Seon Jeong
2017 J jnl
Variable Selection-based Multivariate Cumulative Sum Control Chart.
Qual. Reliab. Eng. Int.
Galal M. Abdella, Khalifa N. Al-Khalifa, Sangahn Kim, Myong K. Jeong, Elsayed A. Elsayed, Abdel Magid S. Hamouda
2016 J jnl
A robust support vector regression with a linear-log concave loss function.
J. Oper. Res. Soc.
Dohyun Kim, Chungmok Lee, Sangheum Hwang, Myong K. Jeong
2016 J jnl
Patent Clustering and Outlier Ranking Methodologies for Attributed Patent Citation Networks for Technology Opportunity Discovery.
IEEE Trans. Engineering Management
Andrew Rodriguez, Ali Tosyali, Byunghoon Kim, Jeongsub Choi, Jae-Min Lee, Byoung-Youl Coh, Myong K. Jeong
2016 J jnl
Robust Kriging models in computer experiments.
J. Oper. Res. Soc.
Taejin Park, Bong-Jin Yum, Ying Hung, Young-Seon Jeong, Myong K. Jeong
2016 J jnl
Special Issue on INFORMS 2015 Annual Meeting.
Qual. Reliab. Eng. Int.
Yong Chen, Myong K. Jeong
2015 J jnl
Graph kernel based measure for evaluating the influence of patents in a patent citation network.
Expert Syst. Appl.
Andrew Rodriguez, Byunghoon Kim, Jae-Min Lee, Byoung-Yul Coh, Myong K. Jeong
2015 J jnl
Robust kernel-based regression with bounded influence for outliers.
J. Oper. Res. Soc.
Sangheum Hwang, Dohyun Kim, Myong K. Jeong, Bong-Jin Yum
2014 — conf
A novel link prediction approach for scale-free networks.
WWW (Companion Volume)
Chungmok Lee, Minh Pham, Norman Kim, Myong K. Jeong, Dennis K. J. Lin, Wanpracha Art Chaovalitwongse
2014 J jnl
Evolutionary refinement approaches for band selection of hyperspectral images with applications to automatic monitoring of animal feed quality.
Intell. Data Anal.
Philip Wilcox, Timothy M. Horton, Eunseog Youn, Myong K. Jeong, Derrick Tate, Timothy Herrman, Christian Nansen
2014 J jnl
Inter-cluster connectivity analysis for technology opportunity discovery.
Scientometrics
Byunghoon Kim, Gianluca Gazzola, Jae-Min Lee, Dohyun Kim, Kanghoe Kim, Myong K. Jeong
2014 J jnl
The sparse signomial classification and regression model.
Ann. Oper. Res.
Kyungsik Lee, Norman Kim, Myong K. Jeong
2012 J jnl
A differentiated one-class classification method with applications to intrusion detection.
Expert Syst. Appl.
Inho Kang, Myong K. Jeong, Dongjoon Kong
2012 J jnl
A two-leveled symbiotic evolutionary algorithm for clustering problems.
Appl. Intell.
Kyoung Seok Shin, Young-Seon Jeong, Myong K. Jeong
2012 J jnl
Automated Detection of Influential Patents Using Singular Values.
IEEE Trans Autom. Sci. Eng.
Dohyun Kim, Bangrae Lee, Hyuck Jai Lee, Sang Pil Lee, Yeongho Moon, Myong K. Jeong
2012 J jnl
Improved prediction of biomass composition for switchgrass using reproducing kernel methods with wavelet compressed FT-NIR spectra.
Expert Syst. Appl.
Jong In Park, Lu Liu, X. Philip Ye, Myong K. Jeong, Young-Seon Jeong
2012 J jnl
Multidimensional local spatial autocorrelation measure for integrating spatial and spectral information in hyperspectral image band selection.
Appl. Intell.
Zheng Du, Young-Seon Jeong, Myong K. Jeong, Seong G. Kong
2011 J jnl
Comparisons of classification methods in the original and pattern spaces.
Expert Syst. Appl.
Jeong Han, Norman Kim, Myong K. Jeong, Bong-Jin Yum
2011 J jnl
Enhanced predictions of wood properties using hybrid models of PCR and PLS with high-dimensional NIR spectral data.
Ann. Oper. Res.
Yi Fang, Jong In Park, Young-Seon Jeong, Myong K. Jeong, Seung H. Baek, Hyun-Woo Cho
2011 J jnl
Pattern selection approaches for the logical analysis of data considering the outliers and the coverage of a pattern.
Expert Syst. Appl.
Jeong Han, Norman Kim, Bong-Jin Yum, Myong K. Jeong
2011 J jnl
Recursive support vector censored regression for monitoring product quality based on degradation profiles.
Appl. Intell.
Jong In Park, Myong K. Jeong
2010 J jnl
Support vector-based feature selection using Fisher's linear discriminant and Support Vector Machine.
Expert Syst. Appl.
Eunseog Youn, Lars Koenig, Myong K. Jeong, Seung H. Baek
2009 J jnl
A two-stage classification procedure for near-infrared spectra based on multi-scale vertical energy wavelet thresholding and SVM-based gradient-recursive feature elimination.
J. Oper. Res. Soc.
H.-W. Cho, Seung H. Baek, Eunseog Youn, Myong K. Jeong, A. Taylor
2009 J jnl
Class dependent feature scaling method using naive Bayes classifier for text datamining.
Pattern Recognit. Lett.
Eunseog Youn, Myong K. Jeong
2009 J jnl
Dual Features Functional Support Vector Machines for Fault Detection of Rechargeable Batteries.
IEEE Trans. Syst. Man Cybern. Part C
Jong In Park, Seung H. Baek, Myong K. Jeong, Suk Joo Bae
2008 J jnl
A new tolerance design method for a secondary rechargeable battery using design of experiments with mixture.
Qual. Reliab. Eng. Int.
Jong In Park, Seong Jun Kim, Myong K. Jeong
2008 J jnl
Robust Probabilistic Multivariate Calibration Model.
Technometrics
Yi Fang, Myong K. Jeong
2007 J jnl
Band Selection of Hyperspectral Images for Automatic Detection of Poultry Skin Tumors.
IEEE Trans Autom. Sci. Eng.
Zheng Du, Myong K. Jeong, Seong G. Kong
2006 J jnl
A Vertical-Energy-Thresholding Procedure for Data Reduction With Multiple Complex Curves.
IEEE Trans. Syst. Man Cybern. Part B
Uk Jung, Myong K. Jeong, Jye-Chyi Lu
2006 J jnl
Wavelet-Based Data Reduction Techniques for Process Fault Detection.
Technometrics
Myong K. Jeong, Jye-Chyi Lu, Xiaoming Huo, Brani Vidakovic, Di Chen