Myong K. Jeong

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 35

Top Topics

Negative Matrix Factorization

Top Venues

Int. J. Prod. Res.

Ann. Oper. Res.

J. Oper. Res. Soc.

Expert Syst. Appl.

Publications

Yifan Xie, Tianhui Wang, Myong K. Jeong, Gyeong Taek Lee
Multi-source adaptive thresholding adaboost with application to virtual metrology. Int. J. Prod. Res. 62 (17) (2024)
Jeongsub Choi, Mengmeng Zhu, Jihoon Kang, Myong K. Jeong
Convolutional neural network based multi-input multi-output model for multi-sensor multivariate virtual metrology in semiconductor manufacturing. Ann. Oper. Res. 339 (1-2) (2024)
Yifan Xie, Tianhui Wang, Young-Seon Jeong, Ali Tosyali, Myong K. Jeong
True sparse PCA for reducing the number of essential sensors in virtual metrology. Int. J. Prod. Res. 62 (6) (2024)
Taha J. Alhindi, Jaeseung Baek, Youngseon Jeong, Myong K. Jeong
Orthogonal binary singular value decomposition method for automated windshield wiper fault detection. Int. J. Prod. Res. 62 (9) (2024)
Tianhui Wang, Yifan Xie, Youngseon Jeong, Myong K. Jeong
Dynamic sparse PCA: a dimensional reduction method for sensor data in virtual metrology. Expert Syst. Appl. 251 (2024)
Ajay Kumar, Alexandra Brintrup, Eric W. T. Ngai, Ravi Shankar, Myong K. Jeong
Deep learning applications in operations research. Ann. Oper. Res. 339 (1-2) (2024)
Yi Yu, Ali Tosyali, Jaeseung Baek, Myong K. Jeong
A Novel Similarity-Based Link Prediction Approach for Transaction Networks. IEEE Trans. Engineering Management 71 (2024)
Mejdal A. Alqahtani, Myong K. Jeong, Elsayed A. Elsayed
Generalised spatially weighted autocorrelation approach for monitoring and diagnosing faults in 3D topographic surfaces. Int. J. Prod. Res. 61 (2) (2023)
Jaeseung Baek, Myong K. Jeong, Elsayed A. Elsayed
Monitoring variations in multimode surface topography. Int. J. Prod. Res. 61 (4) (2023)
Jaeseung Baek, Taha J. Alhindi, Young-Seon Jeong, Myong K. Jeong, Seongho Seo, Jongseok Kang, We Shim, Yoseob Heo
A wavelet-based real-time fire detection algorithm with multi-modeling framework. Expert Syst. Appl. 233 (2023)
Jaeseung Baek, Myong K. Jeong, Elsayed A. Elsayed
Residual-Based Surface Segmentation for Monitoring Topographic Variations. IEEE Trans Autom. Sci. Eng. 19 (1) (2022)
Jeongsub Choi, Youngdoo Son, Myong K. Jeong
Restricted Relevance Vector Machine for Missing Data and Application to Virtual Metrology. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Byunghoon Kim, Young-Seon Jeong, Myong K. Jeong
New multivariate kernel density estimator for uncertain data classification. Ann. Oper. Res. 303 (1) (2021)
Mejdal A. Alqahtani, Myong K. Jeong, Elsayed A. Elsayed
Spatially weighted graph theory-based approach for monitoring faults in 3D topographic surfaces. Int. J. Prod. Res. 59 (21) (2021)
Mejdal A. Alqahtani, Myong K. Jeong, Elsayed A. Elsayed
Multi-Label Separation-Deviation Surface Model for Detecting Spatial Defects in Topographic Surfaces. IEEE Trans. Ind. Informatics 17 (7) (2021)
Gianluca Gazzola, Myong K. Jeong
Support vector regression for polyhedral and missing data. Ann. Oper. Res. 303 (1) (2021)
Ali Tosyali, Jeongsub Choi, Byunghoon Kim, Ho-Shin Lee, Myong K. Jeong
A dynamic graph-based approach to ranking firms for identifying key players using inter-firm transactions. Ann. Oper. Res. 303 (1) (2021)
Behnam Tavakkol, Myong K. Jeong, Susan L. Albin
Validity indices for clusters of uncertain data objects. Ann. Oper. Res. 303 (1) (2021)
Behnam Tavakkol, Myong K. Jeong, Susan L. Albin
Measures of Scatter and Fisher Discriminant Analysis for Uncertain Data. IEEE Trans. Syst. Man Cybern. Syst. 51 (3) (2021)
Byunghoon Kim, Youngseon Jeong, Seung Hoon Tong, Myong K. Jeong
A generalised uncertain decision tree for defect classification of multiple wafer maps. Int. J. Prod. Res. 58 (9) (2020)
Mejdal A. Alqahtani, Myong K. Jeong, Elsayed A. Elsayed
Multilevel spatial randomness approach for monitoring changes in 3D topographic surfaces. Int. J. Prod. Res. 58 (18) (2020)
Mehmet Turkoz, Sangahn Kim, Youngdoo Son, Myong K. Jeong, Elsayed A. Elsayed
Generalized support vector data description for anomaly detection. Pattern Recognit. 100 (2020)
Ali Tosyali, Jinho Kim, Jeongsub Choi, Yunyi Kang, Myong K. Jeong
New node anomaly detection algorithm based on nonnegative matrix factorization for directed citation networks. Ann. Oper. Res. 288 (1) (2020)
Ali Tosyali, Jinho Kim, Jeongsub Choi, Myong K. Jeong
Regularized asymmetric nonnegative matrix factorization for clustering in directed networks. Pattern Recognit. Lett. 125 (2019)
Sangheum Hwang, Myong K. Jeong
Robust relevance vector machine for classification with variational inference. Ann. Oper. Res. 263 (1-2) (2018)
Soo-Hyun Lee, Young-Seon Jeong, Jae-Yun Kim, Myong K. Jeong
A new clustering validity index for arbitrary shape of clusters. Pattern Recognit. Lett. 112 (2018)
Galal M. Abdella, Khalifa N. Al-Khalifa, Sangahn Kim, Myong K. Jeong, Elsayed A. Elsayed, Abdel Magid S. Hamouda
Variable Selection-based Multivariate Cumulative Sum Control Chart. Qual. Reliab. Eng. Int. 33 (3) (2017)
Byunghoon Kim, Gianluca Gazzola, Jaekyung Yang, Jae-Min Lee, Byoung-Youl Coh, Myong K. Jeong, Youngseon Jeong
Two-phase edge outlier detection method for technology opportunity discovery. Scientometrics 113 (1) (2017)
Jinho Kim, Myong K. Jeong, Elsayed A. Elsayed
Monitoring multistage processes with autocorrelated observations. Int. J. Prod. Res. 55 (8) (2017)
Andrew Rodriguez, Ali Tosyali, Byunghoon Kim, Jeongsub Choi, Jae-Min Lee, Byoung-Youl Coh, Myong K. Jeong
Patent Clustering and Outlier Ranking Methodologies for Attributed Patent Citation Networks for Technology Opportunity Discovery. IEEE Trans. Engineering Management 63 (4) (2016)
Dohyun Kim, Chungmok Lee, Sangheum Hwang, Myong K. Jeong
A robust support vector regression with a linear-log concave loss function. J. Oper. Res. Soc. 67 (5) (2016)
Taejin Park, Bong-Jin Yum, Ying Hung, Youngseon Jeong, Myong K. Jeong
Robust Kriging models in computer experiments. J. Oper. Res. Soc. 67 (4) (2016)
Yong Chen, Myong K. Jeong
Special Issue on INFORMS 2015 Annual Meeting. Qual. Reliab. Eng. Int. 32 (8) (2016)
Andrew Rodriguez, Byunghoon Kim, Jae-Min Lee, Byoung-Yul Coh, Myong K. Jeong
Graph kernel based measure for evaluating the influence of patents in a patent citation network. Expert Syst. Appl. 42 (3) (2015)
Sangheum Hwang, Dohyun Kim, Myong K. Jeong, Bong-Jin Yum
Robust kernel-based regression with bounded influence for outliers. J. Oper. Res. Soc. 66 (8) (2015)
Philip Wilcox, Timothy M. Horton, Eunseog Youn, Myong K. Jeong, Derrick Tate, Timothy Herrman, Christian Nansen
Evolutionary refinement approaches for band selection of hyperspectral images with applications to automatic monitoring of animal feed quality. Intell. Data Anal. 18 (1) (2014)
Chungmok Lee, Minh Pham, Norman Kim, Myong K. Jeong, Dennis K. J. Lin, Wanpracha Art Chaovalitwongse
A novel link prediction approach for scale-free networks. WWW (Companion Volume) (2014)
Kyungsik Lee, Norman Kim, Myong K. Jeong
The sparse signomial classification and regression model. Ann. Oper. Res. 216 (1) (2014)
Byunghoon Kim, Gianluca Gazzola, Jae-Min Lee, Dohyun Kim, Kanghoe Kim, Myong K. Jeong
Inter-cluster connectivity analysis for technology opportunity discovery. Scientometrics 98 (3) (2014)
Inho Kang, Myong K. Jeong, Dongjoon Kong
A differentiated one-class classification method with applications to intrusion detection. Expert Syst. Appl. 39 (4) (2012)
Dohyun Kim, Bangrae Lee, Hyuck Jai Lee, Sang Pil Lee, Yeongho Moon, Myong K. Jeong
Automated Detection of Influential Patents Using Singular Values. IEEE Trans Autom. Sci. Eng. 9 (4) (2012)
Jong In Park, Lu Liu, X. Philip Ye, Myong K. Jeong, Youngseon Jeong
Improved prediction of biomass composition for switchgrass using reproducing kernel methods with wavelet compressed FT-NIR spectra. Expert Syst. Appl. 39 (1) (2012)
Zheng Du, Youngseon Jeong, Myong K. Jeong, Seong G. Kong
Multidimensional local spatial autocorrelation measure for integrating spatial and spectral information in hyperspectral image band selection. Appl. Intell. 36 (3) (2012)
Kyoung Seok Shin, Youngseon Jeong, Myong K. Jeong
A two-leveled symbiotic evolutionary algorithm for clustering problems. Appl. Intell. 36 (4) (2012)
Jeong Han, Norman Kim, Bong-Jin Yum, Myong K. Jeong
Pattern selection approaches for the logical analysis of data considering the outliers and the coverage of a pattern. Expert Syst. Appl. 38 (11) (2011)
Jong In Park, Myong K. Jeong
Recursive support vector censored regression for monitoring product quality based on degradation profiles. Appl. Intell. 35 (1) (2011)
Jeong Han, Norman Kim, Myong K. Jeong, Bong-Jin Yum
Comparisons of classification methods in the original and pattern spaces. Expert Syst. Appl. 38 (10) (2011)
Yi Fang, Jong In Park, Youngseon Jeong, Myong K. Jeong, Seung H. Baek, Hyun-Woo Cho
Enhanced predictions of wood properties using hybrid models of PCR and PLS with high-dimensional NIR spectral data. Ann. Oper. Res. 190 (1) (2011)
Eunseog Youn, Lars Koenig, Myong K. Jeong, Seung H. Baek
Support vector-based feature selection using Fisher's linear discriminant and Support Vector Machine. Expert Syst. Appl. 37 (9) (2010)
Eunseog Youn, Myong K. Jeong
Class dependent feature scaling method using naive Bayes classifier for text datamining. Pattern Recognit. Lett. 30 (5) (2009)
Jong In Park, Seung H. Baek, Myong K. Jeong, Suk Joo Bae
Dual Features Functional Support Vector Machines for Fault Detection of Rechargeable Batteries. IEEE Trans. Syst. Man Cybern. Part C 39 (4) (2009)
H.-W. Cho, Seung H. Baek, Eunseog Youn, Myong K. Jeong, A. Taylor
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. 60 (8) (2009)
Jong In Park, Seong Jun Kim, Myong K. Jeong
A new tolerance design method for a secondary rechargeable battery using design of experiments with mixture. Qual. Reliab. Eng. Int. 24 (5) (2008)
Yi Fang, Myong K. Jeong
Robust Probabilistic Multivariate Calibration Model. Technometrics 50 (3) (2008)
Zheng Du, Myong K. Jeong, Seong G. Kong
Band Selection of Hyperspectral Images for Automatic Detection of Poultry Skin Tumors. IEEE Trans Autom. Sci. Eng. 4 (3) (2007)
Uk Jung, Myong K. Jeong, Jye-Chyi Lu
A Vertical-Energy-Thresholding Procedure for Data Reduction With Multiple Complex Curves. IEEE Trans. Syst. Man Cybern. Part B 36 (5) (2006)
Myong K. Jeong, Jye-Chyi Lu, Xiaoming Huo, Brani Vidakovic, Di Chen
Wavelet-Based Data Reduction Techniques for Process Fault Detection. Technometrics 48 (1) (2006)