AADT prediction using support vector regression with data-dependent parameters. - Manoel Castro-Neto; Youngseon Jeong 001; Myong Kee Jeong; Lee D. Han (Expert Syst. Appl., 2009)

Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions. - Manoel Castro-Neto; Young-Seon Jeong 001; Myong Kee Jeong; Lee D. Han (Expert Syst. Appl., 2009)

A Hybrid Recommendation Method with Reduced Data for Large-Scale Application. - Sang Hyun Choi; Young-Seon Jeong 001; Myong Kee Jeong (IEEE Trans. Syst. Man Cybern. Part C, 2010)

Enhanced predictions of wood properties using hybrid models of PCR and PLS with high-dimensional NIR spectral data. - Yi Fang 003; Jong In Park; Young-Seon Jeong 001; Myong K. Jeong; Seung H. Baek; Hyun-Woo Cho (Ann. Oper. Res., 2011)

Pattern Recognition Approaches for Identifying Subcortical Targets during Deep Brain Stimulation Surgery. - Wanpracha Art Chaovalitwongse; Young-Seon Jeong 001; Myong Kee Jeong; Shabbar F. Danish; Stephen Wong (IEEE Intell. Syst., 2011)

Weighted dynamic time warping for time series classification. - Young-Seon Jeong 001; Myong Kee Jeong; Olufemi A. Omitaomu (Pattern Recognit., 2011)

Multidimensional local spatial autocorrelation measure for integrating spatial and spectral information in hyperspectral image band selection. - Zheng Du; Young-Seon Jeong 001; Myong K. Jeong; Seong G. Kong (Appl. Intell., 2012)

A two-leveled symbiotic evolutionary algorithm for clustering problems. - Kyoung Seok Shin; Young-Seon Jeong 001; Myong K. Jeong (Appl. Intell., 2012)

Improved prediction of biomass composition for switchgrass using reproducing kernel methods with wavelet compressed FT-NIR spectra. - Jong In Park; Lu Liu; X. Philip Ye; Myong K. Jeong; Young-Seon Jeong 001 (Expert Syst. Appl., 2012)

A New Feature Selection Method for One-Class Classification Problems. - Young-Seon Jeong 001; Inho Kang; Myong Kee Jeong; Dongjoon Kong (IEEE Trans. Syst. Man Cybern. Part C, 2012)

Kernel Ridge Regression with Lagged-Dependent Variable: Applications to Prediction of Internal Bond Strength in a Medium Density Fiberboard Process. - Norman Kim; Young-Seon Jeong 001; Myong Kee Jeong; Timothy M. Young (IEEE Trans. Syst. Man Cybern. Part C, 2012)

Exponentially weighted moving average-based procedure with adaptive thresholding for monitoring nonlinear profiles: Monitoring of plasma etch process in semiconductor manufacturing. - Young-Seon Jeong 001; Byungwhan Kim; Young-Don Ko (Expert Syst. Appl., 2013)

System Informatics: From Methodology to Applications. - Kang Zhao 001; Yao Xie 002; Kwok-Leung Tsui; Qingming Wei; Wenpo Huang; Wei Jiang; Yanting Li; Su Gon Cho; Seoung Bum Kim; Kaibo Liu; Jianjun Shi 001; Young-Seon Jeong 001; et al. (IEEE Intell. Syst., 2015)

An evolutionary algorithm with the partial sequential forward floating search mutation for large-scale feature selection problems. - Young-Seon Jeong 001; Kyoung Seok Shin; Myong Kee Jeong (J. Oper. Res. Soc., 2015)

Support vector-based algorithms with weighted dynamic time warping kernel function for time series classification. - Young-Seon Jeong 001; Raja Jayaraman (Knowl. Based Syst., 2015)

Simplified Subspaced Regression Network for Identification of Defect Patterns in Semiconductor Wafer Maps. - Fatima Adly; Omar Alhussein; Paul D. Yoo; Yousof Al-Hammadi; Kamal Taha; Sami Muhaidat; Young-Seon Jeong 001; Uihyoung Lee; Mohammed Ismail 001 (IEEE Trans. Ind. Informatics, 2015)

Robust Kriging models in computer experiments. - Taejin Park; Bong-Jin Yum; Ying Hung; Young-Seon Jeong 001; Myong K. Jeong (J. Oper. Res. Soc., 2016)

Two-phase edge outlier detection method for technology opportunity discovery. - Byunghoon Kim; Gianluca Gazzola; Jaekyung Yang; Jae-Min Lee; Byoung-Youl Coh; Myong K. Jeong; Young-Seon Jeong 001 (Scientometrics, 2017)

A new clustering validity index for arbitrary shape of clusters. - Soo-Hyun Lee; Young-Seon Jeong 001; Jae-Yun Kim; Myong K. Jeong (Pattern Recognit. Lett., 2018)

A generalised uncertain decision tree for defect classification of multiple wafer maps. - Byunghoon Kim; Young-Seon Jeong 001; Seung Hoon Tong; Myong K. Jeong (Int. J. Prod. Res., 2020)

New multivariate kernel density estimator for uncertain data classification. - Byunghoon Kim; Young-Seon Jeong 001; Myong K. Jeong (Ann. Oper. Res., 2021)

Norm ball classifier for one-class classification. - Sehwa Kim; Kyungsik Lee; Young-Seon Jeong 001 (Ann. Oper. Res., 2021)

Cluster Validity Index for Uncertain Data Based on a Probabilistic Distance Measure in Feature Space. - Changwan Ko; Jaeseung Baek; Behnam Tavakkol; Young-Seon Jeong 001 (Sensors, 2023)

A wavelet-based real-time fire detection algorithm with multi-modeling framework. - Jaeseung Baek; Taha J. Alhindi; Young-Seon Jeong 001; Myong K. Jeong; Seongho Seo; Jongseok Kang; We Shim; Yoseob Heo (Expert Syst. Appl., 2023)

Dynamic sparse PCA: a dimensional reduction method for sensor data in virtual metrology. - Tianhui Wang; Yifan Xie; Youngseon Jeong 001; Myong K. Jeong (Expert Syst. Appl., 2024)

Orthogonal binary singular value decomposition method for automated windshield wiper fault detection. - Taha J. Alhindi; Jaeseung Baek; Youngseon Jeong 001; Myong K. Jeong (Int. J. Prod. Res., 2024)

True sparse PCA for reducing the number of essential sensors in virtual metrology. - Yifan Xie; Tianhui Wang; Young-Seon Jeong 001; Ali Tosyali; Myong K. Jeong (Int. J. Prod. Res., 2024)