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2020 – today
- 2025
[j11]Jongmin Mun, Sungwan Bang, Jaeoh Kim:
Weighted support vector machine for extremely imbalanced data. Comput. Stat. Data Anal. 203: 108078 (2025)- 2024
- [j10]Jungmin Shin, Seunghyun Gwak, Seung Jun Shin, Sungwan Bang:
Simultaneous estimation and variable selection for a non-crossing multiple quantile regression using deep neural networks. Stat. Comput. 34(3): 102 (2024) - [i1]Jungmin Shin, Seung Jun Shin, Sungwan Bang:
A least distance estimator for a multivariate regression model using deep neural networks. CoRR abs/2401.03123 (2024) - 2023
- [j9]Jaeoh Kim, Byoungwook Jang, Sungwan Bang
:
Model-based recursive partitioning algorithm to penalized non-crossing multiple quantile regression for the right-censored data. Commun. Stat. Simul. Comput. 52(8): 3741-3757 (2023)
2010 – 2019
- 2017
- [j8]Sungwan Bang, Soo-Heang Eo, Myoungshic Jhun, HyungJun Cho:
Composite kernel quantile regression. Commun. Stat. Simul. Comput. 46(3): 2228-2240 (2017) - [j7]Sungwan Bang, Jongkyeong Kang, Myoungshic Jhun, Eunkyung Kim:
Hierarchically penalized support vector machine with grouped variables. Int. J. Mach. Learn. Cybern. 8(4): 1211-1221 (2017) - 2016
- [j6]Sungwan Bang, HyungJun Cho, Myoungshic Jhun:
Adaptive lasso penalised censored composite quantile regression. Int. J. Data Min. Bioinform. 15(1): 22-46 (2016) - [j5]Sungwan Bang, HyungJun Cho, Myoungshic Jhun:
Simultaneous estimation for non-crossing multiple quantile regression with right censored data. Stat. Comput. 26(1-2): 131-147 (2016) - 2014
- [j4]Jongkyeong Kang, Sungwan Bang, Myoungshic Jhun:
Simultaneous Confidence Intervals for the Ratios of Marginal Means of a Multivariate Poisson Distribution. Commun. Stat. Simul. Comput. 43(7): 1783-1796 (2014) - [j3]Sungwan Bang, Myoungshic Jhun:
Weighted Support Vector Machine Using k-Means Clustering. Commun. Stat. Simul. Comput. 43(10): 2307-2324 (2014) - 2012
- [j2]Sungwan Bang, Myoungshic Jhun:
Simultaneous estimation and factor selection in quantile regression via adaptive sup-norm regularization. Comput. Stat. Data Anal. 56(4): 813-826 (2012) - 2010
- [j1]Sungwan Bang, Ja-Yong Koo, Myoungshic Jhun:
Support Vector Machine Using k-Spatial Medians Clustering and Recovery Process. Commun. Stat. Simul. Comput. 39(7): 1422-1434 (2010)
Coauthor Index
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