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Dive into the research topics where Seung Jun Shin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Variable selection in AUC-optimizing classification
Kim, H. & Shin, S. J., 2026 Jan, In: Computational Statistics and Data Analysis. 213, 108256.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Citations (Scopus) -
A least distance estimator for a multivariate regression model using deep neural networks
Shin, J., Shin, S. J. & Bang, S., 2025, In: Journal of Statistical Computation and Simulation. 95, 10, p. 2308-2325 18 p.Research output: Contribution to journal › Article › peer-review
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Crowd-sourced benchmarking of single-sample tumor subclonal reconstruction
PCAWG Evolution and Heterogeneity Working Group & SMC-Het Participants, 2025 Apr, In: Nature Biotechnology. 43, 4, p. 581-592 12 p., 35.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Lower rank linearization for scalable training of kernel machines
Sim, J., Kim, Y. & Shin, S. J., 2025 Nov, In: Communications for Statistical Applications and Methods. 32, 6, p. 711-721 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
PERSONALIZED RISK PREDICTION FOR CANCER SURVIVORS: A GENERALIZED BAYESIAN SEMIPARAMETRIC MODEL OF RECURRENT EVENTS WITH COMPETING OUTCOMES
Nguyen, N. H., Shin, S. J., Dodd-Eaton, E. B., Ning, J. & Wang, W., 2025 Dec, In: Annals of Applied Statistics. 19, 4, p. 3091-3112 22 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus)
Press/Media
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Reports Summarize Statistics and Data Analysis Findings from Korea University (Variable Selection In Auc-optimizing Classification)
26/3/20
1 item of Media coverage
Press/Media: Press / Media
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Findings from Korea University College of Medicine Broaden Understanding of Muscular Atrophy (Distinct Proteomic Signatures Driving Progression of Sarcopenia: A Longitudinal Multicohort Study)
Park, S. S., Shin, S. J. & Jeon, O.
26/3/12
1 item of Media coverage
Press/Media: Press / Media
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Korea University Guro Hospital Reports Findings in Heart Failure (Acute Heart Failure Across the Ejection Fraction Spectrum: Phenotypes, Management, and Outcomes From Nationwide KorHF III Registry)
Lee, Y. J., Lee, Y., Lee, Y. H., Kim, E. J., Park, S.-M., Lee, Y.-S., Lee, Y.-S., Lee, Y., Kim, E., Park, S.-M. & Shin, S. J.
26/2/27
1 item of Media coverage
Press/Media: Press / Media
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Investigators at Korea University Describe Findings in Support Vector Machines (Scaling Up Roc-optimizing Support Vector Machines)
25/12/26
1 item of Media coverage
Press/Media: Press / Media