Young-Seon Jeong

24 papers Journal 24
YearRankTypeTitle / Venue / Authors
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
Cluster Validity Index for Uncertain Data Based on a Probabilistic Distance Measure in Feature Space.
Sensors
Changwan Ko, Jaeseung Baek, Behnam Tavakkol, Young-Seon Jeong
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
Norm ball classifier for one-class classification.
Ann. Oper. Res.
Sehwa Kim, Kyungsik Lee, Young-Seon Jeong
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
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
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
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
2015 J jnl
An evolutionary algorithm with the partial sequential forward floating search mutation for large-scale feature selection problems.
J. Oper. Res. Soc.
Young-Seon Jeong, Kyoung Seok Shin, Myong Kee Jeong
2015 J jnl
Simplified Subspaced Regression Network for Identification of Defect Patterns in Semiconductor Wafer Maps.
IEEE Trans. Ind. Informatics
Fatima Adly, Omar Alhussein, Paul D. Yoo, Yousof Al-Hammadi, Kamal Taha, Sami Muhaidat, Young-Seon Jeong, Uihyoung Lee, Mohammed Ismail
2015 J jnl
Support vector-based algorithms with weighted dynamic time warping kernel function for time series classification.
Knowl. Based Syst.
Young-Seon Jeong, Raja Jayaraman
2015 J jnl
System Informatics: From Methodology to Applications.
IEEE Intell. Syst.
Kang Zhao, Yao Xie, Kwok-Leung Tsui, Qingming Wei, Wenpo Huang, Wei Jiang, Yanting Li, Su Gon Cho, Seoung Bum Kim, Kaibo Liu, Jianjun Shi, Young-Seon Jeong, Byunghoon Kim, Seung Hoon Tong, In-Kap Chang, Myong Kee Jeong, Florent Charruaud, Lishuai Li
2013 J jnl
Exponentially weighted moving average-based procedure with adaptive thresholding for monitoring nonlinear profiles: Monitoring of plasma etch process in semiconductor manufacturing.
Expert Syst. Appl.
Young-Seon Jeong, Byungwhan Kim, Young-Don Ko
2012 J jnl
A New Feature Selection Method for One-Class Classification Problems.
IEEE Trans. Syst. Man Cybern. Part C
Young-Seon Jeong, Inho Kang, Myong Kee 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
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
Kernel Ridge Regression with Lagged-Dependent Variable: Applications to Prediction of Internal Bond Strength in a Medium Density Fiberboard Process.
IEEE Trans. Syst. Man Cybern. Part C
Norman Kim, Young-Seon Jeong, Myong Kee Jeong, Timothy M. Young
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
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 Recognition Approaches for Identifying Subcortical Targets during Deep Brain Stimulation Surgery.
IEEE Intell. Syst.
Wanpracha Art Chaovalitwongse, Young-Seon Jeong, Myong Kee Jeong, Shabbar F. Danish, Stephen Wong
2011 J jnl
Weighted dynamic time warping for time series classification.
Pattern Recognit.
Young-Seon Jeong, Myong Kee Jeong, Olufemi A. Omitaomu
2010 J jnl
A Hybrid Recommendation Method with Reduced Data for Large-Scale Application.
IEEE Trans. Syst. Man Cybern. Part C
Sang Hyun Choi, Young-Seon Jeong, Myong Kee Jeong
2009 J jnl
Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions.
Expert Syst. Appl.
Manoel Castro-Neto, Young-Seon Jeong, Myong Kee Jeong, Lee D. Han