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Seokhyun Chung
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Year
Intelligent traffic control for autonomous vehicle systems based on machine learning
S Lee, Y Kim, H Kahng, SK Lee, S Chung, T Cheong, K Shin, J Park, ...
Expert Systems with Applications 144, 113074, 2020
1422020
The internet of federated things (ioft)
R Kontar, N Shi, X Yue, S Chung, E Byon, M Chowdhury, J Jin, W Kontar, ...
IEEE Access 9, 156071-156113, 2021
952021
A mathematical programming approach for integrated multiple linear regression subset selection and validation
S Chung, YW Park, T Cheong
Pattern Recognition 108, 107565, 2020
572020
The sharing of benefits from a logistics alliance based on a hub-spoke network: a cooperative game theoretic approach
M Yea, S Chung, T Cheong, D Kim
Sustainability 10 (6), 1855, 2018
212018
Look-ahead decision making for renewable energy: A dynamic “predict and store” approach
J Wang, S Chung, A AlShelahi, R Kontar, E Byon, R Saigal
Applied Energy 296, 117068, 2021
202021
Federated multi-output gaussian processes
S Chung, R Al Kontar
Technometrics 66 (1), 90-103, 2024
132024
Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data
S Chung, R Kontar
IEEE Transactions on Reliability 70 (4), 1321-1331, 2021
132021
Weakly-supervised multi-output regression via correlated Gaussian processes
S Chung, RA Kontar, Z Wu
INFORMS Journal on Data Science, 2022
122022
Network of artificial olfactory receptors for spatiotemporal monitoring of toxic gas
Y Baek, B Bae, J Yang, W Cho, I Sim, G Yoo, S Chung, J Heo, K Lee
Science Advances 10 (42), eadr2659, 2024
102024
Federated condition monitoring signal prediction with improved generalization
S Chung, R Al Kontar
IEEE Transactions on Reliability 73 (1), 438-450, 2024
102024
Real-time adaptation for time-series signal prediction using label-aware neural processes
S Chung, R Al Kontar
Reliability Engineering & System Safety 257, 110833, 2025
82025
A MultiStage Approach for Knowledge-Guided Predictions With Application to Additive Manufacturing
S Chung, CH Chou, X Fang, R Al Kontar, C Okwudire
IEEE Transactions on Automation Science and Engineering 19 (3), 1675-1687, 2022
72022
Reformulation-linearization technique approach for kidney exchange program IT healthcare platforms
J Yuh, S Chung, T Cheong
Applied Sciences 7 (8), 847, 2017
72017
Accounting for fairness in a two-stage stochastic programming model for kidney exchange programs
H Lee, S Chung, T Cheong, SH Song
International journal of environmental research and public health 15 (7), 1491, 2018
62018
Federated automatic latent variable selection in multi-output gaussian processes
J Gao, S Chung
Pattern Recognition 172 (A), 112410, 2026
32026
Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks
A Rahman, S Lim, S Chung
Applied Ergonomics 130, 104642, 2026
12026
An optimisation model and algorithm for job scheduling with extra resource allocation in shipbuilding
S Chung, C Park, H Cha, T Cheong
International Journal of Production Research, 1-25, 2025
12025
Short-Term Load Forecasting with Attentive Neural Processes: Adaptivity and Uncertainty Estimation
R Soleimani, S Chung, D Pesch
2025 IEEE International Conference on Smart Computing (SMARTCOMP), 456-461, 2025
12025
Gait-Based Hand Load Estimation via Deep Latent Variable Models with Auxiliary Information
J Gao, S Lim, S Chung
arXiv preprint arXiv:2507.05544, 2025
2025
Parallel machine scheduling problem with additional resource inputs in shipbuilding industry
H Cha, S Chung, C Park, T Cheong
대한산업공학회 춘계공동학술대회 논문집, 3845-3857, 2025
2025
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