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Jongmin Han
ORCID
Publication Activity (10 Years)
Years Active: 2007-2024
Publications (10 Years): 6
Top Topics
Incomplete Data
Neural Network
Multiple Imputation
Missing Values
Top Venues
Int. J. Bifurc. Chaos
Inf. Sci.
J. Cheminformatics
Expert Syst. Appl.
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Publications
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Jongmin Han
,
Youngchun Kwon
,
Youn-Suk Choi
,
Seokho Kang
Improving chemical reaction yield prediction using pre-trained graph neural networks.
J. Cheminformatics
16 (1) (2024)
Jongmin Han
,
Seokho Kang
Optimization of missing value imputation for neural networks.
Inf. Sci.
649 (2023)
Jongmin Han
,
Seokho Kang
Dynamic imputation for improved training of neural network with missing values.
Expert Syst. Appl.
194 (2022)
Jongmin Han
,
Seokho Kang
Active learning with missing values considering imputation uncertainty.
Knowl. Based Syst.
224 (2021)
Kyoham Shin
,
Jongmin Han
,
Seokho Kang
MI-MOTE: Multiple imputation-based minority oversampling technique for imbalanced and incomplete data classification.
Inf. Sci.
575 (2021)
Yuncherl Choi
,
Taeyoung Ha
,
Jongmin Han
Bifurcation Analysis and Pattern Selection of Solutions for the Modified Swift-Hohenberg Equation.
Int. J. Bifurc. Chaos
30 (11) (2020)
Yuncherl Choi
,
Jongmin Han
,
Jungho Park
Dynamical Bifurcation of the Generalized Swift-Hohenberg Equation.
Int. J. Bifurc. Chaos
25 (8) (2015)
Jongmin Han
,
Namkwon Kim
Asymptotics of Maxwell-Chern-Simons vortices on the unit disc.
Asymptot. Anal.
52 (3-4) (2007)