Publications - Link Lab

Seokhyun Chung Publications

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2024 (3)
Chung, S.; and Kontar, R. A. Federated Condition Monitoring Signal Prediction With Improved Generalization. IEEE transactions on reliability . 2024.
Federated Condition Monitoring Signal Prediction With Improved Generalization [link] Paper link bibtex
Chung, S.; and Kontar, R. A. Real-time Adaptation for Condition Monitoring Signal Prediction using Label-aware Neural Processes. arXiv (Cornell University) . 2024.
Real-time Adaptation for Condition Monitoring Signal Prediction using Label-aware Neural Processes [link] Paper link bibtex
Ringwald, W. R.; Creswell, K. G.; Low, C. A.; Doryab, A.; Chung, T.; Oliva, J. B.; Fisher, Z. F.; Gates, K. M.; and Wright, A. G. Common and Uncommon Drinking Patterns in Young Adulthood Uncovered by Person-Specific Computational Modeling. Unknown Journal . 2024.
Common and Uncommon Drinking Patterns in Young Adulthood Uncovered by Person-Specific Computational Modeling [link] Paper link bibtex
2023 (3)
Chung, S. Collaborative and Distributed Data Analytics for Smart and Connected Systems. Deep Blue (University of Michigan) . 2023.
Collaborative and Distributed Data Analytics for Smart and Connected Systems [link] Paper link bibtex
Chung, S.; and Kontar, R. A. Federated Multi-Output Gaussian Processes. Technometrics . 2023.
Federated Multi-Output Gaussian Processes [link] Paper link bibtex
Choi, M. S.; Chung, J.; Kim, J.; Kang, S.; Kim, Y.; Na, S.; An, H.; Oh, M.; Oh, C.; Lee, S. A.; Lee, A; Chang, H.; Choi, Y.; Heo, S.; Min, S.; and Lee, H. The Effect of Combination of Passive Stretching Exercises and Elastic Taping on Upper Trapezius Muscle Tone. Daehanmulliuihakoeji . 2023.
The Effect of Combination of Passive Stretching Exercises and Elastic Taping on Upper Trapezius Muscle Tone [link] Paper link bibtex
2022 (2)
Chung, S.; Kontar, R. A.; and Wu, Z. Weakly Supervised Multi-output Regression via Correlated Gaussian Processes. INFORMS journal on data science (Print) . 2022.
Weakly Supervised Multi-output Regression via Correlated Gaussian Processes [link] Paper link bibtex
Chung, S.; Chou, C.; Fang, X.; Kontar, R. A.; and Okwudire, C. E. A Multi-Stage Approach for Knowledge-Guided Predictions With Application to Additive Manufacturing. IEEE transactions on automation science and engineering . 2022.
A Multi-Stage Approach for Knowledge-Guided Predictions With Application to Additive Manufacturing [link] Paper link bibtex
2021 (7)
Kontar, R. A.; Shi, N.; Yue, X.; Chung, S.; Byon, E.; Chowdhury, M.; Jin, J.; Kontar, W.; Masoud, N.; Noueihed, M.; Okwudire, C. E.; Raskutti, G.; Saigal, R.; Singh, K.; and Ye, Z. The Internet of Federated Things (IoFT). IEEE access . 2021.
The Internet of Federated Things (IoFT) [link] Paper link bibtex
Wang, J.; Chung, S.; AlShelahi, A.; Kontar, R. A.; Byon, E.; and Saigal, R. Look-ahead decision making for renewable energy: A dynamic “predict and store” approach. Applied energy . 2021.
Look-ahead decision making for renewable energy: A dynamic “predict and store” approach [link] Paper link bibtex
Chung, S.; and Kontar, R. A. Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data. IEEE transactions on reliability . 2021.
Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data [link] Paper link bibtex
Kontar, R. A.; Shi, N.; Yue, X.; Chung, S.; Byon, E.; Chowdhury, M.; Jin, J.; Kontar, W.; Masoud, N.; Noueihed, M.; Okwudire, C. E.; Raskutti, G.; Saigal, R.; Singh, K.; and Ye, Z. The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning. arXiv (Cornell University) . 2021.
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning [link] Paper link bibtex
Choi, J. M.; Han, G. D.; Heo, S.; and Chung, Y. S. Effect of Radiation Treatment on Buckwheat Seed Harvest. Unknown Journal . 2021.
Effect of Radiation Treatment on Buckwheat Seed Harvest [link] Paper link bibtex
Vakili, H.; Xu, J.; Zhou, W.; Sakib, M. N.; Morshed, G.; Hartnett, T. Q.; Quessab, Y.; Litzius, K.; Chung, T.; Ganguly, S.; Stan, M. R.; Balachandran, P. V.; Beach, G. S. D.; Poon, S. J.; Kent, A. D.; and Ghosh, A. W. Skyrmionics—Computing and memory technologies based on topological excitations in magnets. Journal of applied physics . 2021.
Skyrmionics—Computing and memory technologies based on topological excitations in magnets [link] Paper link bibtex
2020 (4)
Lee, S.; Kim, Y.; Kahng, H.; Lee, S.; Chung, S.; Cheong, T.; Shin, K.; Park, J.; and Kim, S. B. Intelligent traffic control for autonomous vehicle systems based on machine learning. Expert systems with applications . 2020.
Intelligent traffic control for autonomous vehicle systems based on machine learning [link] Paper link bibtex
Chung, S.; Park, Y. W.; and Cheong, T. A mathematical programming approach for integrated multiple linear regression subset selection and validation. Pattern recognition . 2020.
A mathematical programming approach for integrated multiple linear regression subset selection and validation [link] Paper link bibtex
Chung, S.; Kontar, R. A.; and Wu, Z. Weakly-supervised Multi-output Regression via Correlated Gaussian Processes. arXiv (Cornell University) . 2020.
Weakly-supervised Multi-output Regression via Correlated Gaussian Processes [link] Paper link bibtex
Kim, Y.; Chung, Y.; Lee, E.; Tripathi, P.; Heo, S.; and Kim, K. Root Response to Drought Stress in Rice (Oryza sativa L.). International journal of molecular sciences (Online) . 2020.
Root Response to Drought Stress in Rice (Oryza sativa L.) [link] Paper link bibtex
2019 (7)
Chung, S.; and Kontar, R. A. Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data. arXiv (Cornell University) . 2019.
Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data [link] Paper link bibtex
Lee, S.; Cheong, T.; and Chung, S. Two-stage meta-heuristic algorithm for parallel machine scheduling with additional resource input in shipyard manufacturing. Unknown Journal . 2019.
Two-stage meta-heuristic algorithm for parallel machine scheduling with additional resource input in shipyard manufacturing [link] Paper link bibtex
Chung, S.; and Kontar, R. A. Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data. arXiv (Cornell University) . 2019.
Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data [link] Paper link bibtex
Werner, N.; Chung, H.; Wang, J.; Liu, G.; Cimbala, J. M.; Dong, H.; and Cheng, B. Radial planetary vorticity tilting in the leading-edge vortex of revolving wings. Physics of fluids (1994) . 2019.
Radial planetary vorticity tilting in the leading-edge vortex of revolving wings [link] Paper link bibtex
Chung, J. E; Magis, W.; Vu, J. T.; Heo, S.; Wartiovaara, K.; Walters, M. C.; Kurita, R.; Nakamura, Y.; Boffelli, D.; Martin, D. I. K.; Corn, J. E.; and Dewitt, M. CRISPR-Cas9 interrogation of a putative fetal globin repressor in human erythroid cells. PloS one . 2019.
CRISPR-Cas9 interrogation of a putative fetal globin repressor in human erythroid cells [link] Paper link bibtex
Lee, U.; Silva, R. R.; Kim, C.; Kim, H.; Heo, S.; Park, I. S.; Kim, W.; Jansky, S.; and Chung, Y. Image Analysis for Measuring Disease Symptom to Bacterial Soft Rot in Potato. American journal of potato research . 2019.
Image Analysis for Measuring Disease Symptom to Bacterial Soft Rot in Potato [link] Paper link bibtex
Bitmead, R; Annaswamy, A. M.; Sun, J.; Egerstedt, M.; Dixon, W. E.; Marconi, L.; Özbay, H.; Pasik-Duncan, B.; Stefanopoulou, A. G.; Zaccarian, L.; Balakrishnan, V.; Dibenedetto, M; Gayme, D; Lin, Z.; Pappas, G.; Scherpen, J; Alleyne, A; Corradini, M. L.; Cortés, J. E.; Hespanha, J. P.; Lamnabhi‐Lagarrigue, F.; Shamma, J. S.; How, J. P.; Taha, A.; Valcher, M; Aghdam, A. G.; Braatz, R; Chung, C. K.; and Wit, C C. D. Information for Authors. IEEE transactions on control of network systems . 2019.
Information for Authors [link] Paper link bibtex
2018 (6)
Yea, M.; Chung, S.; Cheong, T.; and Kim, D. The Sharing of Benefits from a Logistics Alliance Based on a Hub-Spoke Network: A Cooperative Game Theoretic Approach. Sustainability . 2018.
The Sharing of Benefits from a Logistics Alliance Based on a Hub-Spoke Network: A Cooperative Game Theoretic Approach [link] Paper link bibtex
Lee, H.; Chung, S.; Cheong, T.; and Song, S. H. Accounting for Fairness in a Two-Stage Stochastic Programming Model for Kidney Exchange Programs. International journal of environmental research and public health (Online) . 2018.
Accounting for Fairness in a Two-Stage Stochastic Programming Model for Kidney Exchange Programs [link] Paper link bibtex
Heo, S.; Chung, C.; Lee, G.; and Wigdor, D. Thor's Hammer. Unknown Journal . 2018.
Thor's Hammer [link] Paper link bibtex
Heo, S.; Chung, C.; Lee, G.; and Wigdor, D. Thor's Hammer. Unknown Journal . 2018.
Thor's Hammer [link] Paper link bibtex
Chung, J. E; Magis, W.; Vu, J. T.; Heo, S.; Wartiovaara, K.; Walters, M. C.; Kurita, R.; Nakamura, Y.; Boffelli, D.; Martin, D. I. K.; Corn, J. E.; and Dewitt, M. CRISPR-Cas9 interrogation of a putative fetal globin repressor in human erythroid cells. bioRxiv (Cold Spring Harbor Laboratory) . 2018.
CRISPR-Cas9 interrogation of a putative fetal globin repressor in human erythroid cells [link] Paper link bibtex
Dewitt, M.; Chung, J. E; Magis, W.; Heo, S.; Vu, J. T.; Boffelli, D.; Martin, D. I. K.; and Corn, J. E. Elevating fetal hemoglobin via deletion of putative repression element. Cytotherapy (Oxford) . 2018.
Elevating fetal hemoglobin via deletion of putative repression element [link] Paper link bibtex
2017 (4)
Yuh, J.; Chung, S.; and Cheong, T. Reformulation-Linearization Technique Approach for Kidney Exchange Program IT Healthcare Platforms. Applied sciences (Basel) . 2017.
Reformulation-Linearization Technique Approach for Kidney Exchange Program IT Healthcare Platforms [link] Paper link bibtex
Shin, J.; Chung, S.; Cho, B.; Lee, K.; Kang, S.; Kim, Y.; and Yoon, J. The developing optimum maintenance cost model for water pipe network by waterworks business characteristics. Sanghasudo haghoeji . 2017.
The developing optimum maintenance cost model for water pipe network by waterworks business characteristics [link] Paper link bibtex
Shin, J.; Chung, S.; Cho, B.; Lee, K.; Kang, S.; Kim, Y.; and Yoon, J. 하수도시설 통합운영 성과분석을 통한 통합운영관리의경제성 평가. Unknown Journal . 2017.
하수도시설 통합운영 성과분석을 통한 통합운영관리의경제성 평가 [link] Paper link bibtex
Shin, J.; Chung, S.; Cho, B.; Lee, K.; Kang, S.; Kim, Y.; and Yoon, J. Economic Evaluation of Integrated Operation & Management through Operation Performance Analysis of Sewage Facilities. Sanghasudo haghoeji/Journal of the Korean society of water and wastewater . 2017.
Economic Evaluation of Integrated Operation & Management through Operation Performance Analysis of Sewage Facilities [link] Paper link bibtex