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Seung Jun Shin
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2020 – today
- 2024
- [j7]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) - [i2]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
- [j6]Hyun Jung Jang, Seung Jun Shin, Andreas Artemiou:
Principal weighted least square support vector machine: An online dimension-reduction tool for binary classification. Comput. Stat. Data Anal. 187: 107818 (2023) - 2022
- [j5]Jongkyeong Kang, Seung Jun Shin:
A Forward Approach for Sufficient Dimension Reduction in Binary Classification. J. Mach. Learn. Res. 23: 199:1-199:31 (2022) - 2021
- [j4]Andreas Artemiou, Yuexiao Dong, Seung Jun Shin:
Real-time sufficient dimension reduction through principal least squares support vector machines. Pattern Recognit. 112: 107768 (2021) - [i1]Jongkyeong Kang, Seung Jun Shin:
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space. CoRR abs/2109.14282 (2021) - 2020
- [j3]Moritz Gerstung, Clemency Jolly, Ignaty Leshchiner, Stefan C. Dentro, Santiago Gonzalez, Thomas J. Mitchell, Yulia Rubanova, Pavana Anur, Kaixian Yu, Maxime Tarabichi, Amit G. Deshwar, Jeff Wintersinger, Kortine Kleinheinz, Ignacio Vázquez-García, Kerstin Haase, Lara Jerman, Subhajit Sengupta, Geoff MacIntyre, Salem Malikic, Nilgun Donmez, Dimitri G. Livitz, Marek Cmero, Jonas Demeulemeester, Steven E. Schumacher, Yu Fan, Xiaotong Yao, Juhee Lee, Matthias Schlesner, Paul C. Boutros, David D. L. Bowtell, Hongtu Zhu, Gad Getz, Marcin Imielinski, Rameen Beroukhim, Süleyman Cenk Sahinalp, Yuan Ji, Martin Peifer, Florian Markowetz, Ville Mustonen, Ke Yuan, Wenyi Wang, Quaid D. Morris, David J. Adams, Peter J. Campbell, Shaolong Cao, Elizabeth L. Christie, Yupeng Cun, Kevin J. Dawson, Ruben M. Drews, Roland Eils, Matthew Fittall, Dale W. Garsed, Gavin Ha, Henry Lee-Six, Iñigo Martincorena, Layla Oesper, Myron Peto, Benjamin J. Raphael, Daniel T. Rosebrock, Adriana Salcedo, Ruian Shi, Seung Jun Shin, Oliver Spiro, Lincoln D. Stein, Shankar Vembu, David A. Wheeler, Tsun-Po Yang, Paul T. Spellman, David C. Wedge, Peter Van Loo:
The evolutionary history of 2,658 cancers. Nat. 578(7793): 122-128 (2020)
2010 – 2019
- 2018
- [j2]Jiyeon Song, Seung Jun Shin:
Stability approach to selecting the number of principal components. Comput. Stat. 33(4): 1923-1938 (2018) - 2017
- [j1]Seung Jun Shin, Andreas Artemiou:
Penalized principal logistic regression for sparse sufficient dimension reduction. Comput. Stat. Data Anal. 111: 48-58 (2017)
Coauthor Index
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