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Seungmin Jin
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ST-GRAT: A novel spatio-temporal graph attention networks for accurately forecasting dynamically changing road speed
C Park, C Lee, H Bahng, Y Tae, S Jin, K Kim, S Ko, J Choo
Proceedings of the 29th ACM international conference on information …, 2020
1832020
A visual analytics system for exploring, monitoring, and forecasting road traffic congestion
C Lee, Y Kim, S Jin, D Kim, R Maciejewski, D Ebert, S Ko
IEEE transactions on visualization and computer graphics 26 (11), 3133-3146, 2019
1182019
Learning to remember patterns: pattern matching memory networks for traffic forecasting
H Lee, S Jin, H Chu, H Lim, S Ko
arXiv preprint arXiv:2110.10380, 2021
412021
Deep learning approach for predicting functional Z-DNA regions using omics data
N Beknazarov, S Jin, M Poptsova
Scientific reports 10 (1), 19134, 2020
372020
Stgrat: A spatio-temporal graph attention network for traffic forecasting
C Park, C Lee, H Bahng, K Kim, S Jin, S Ko, J Choo
arXiv preprint arXiv:1911.13181 26, 2019
372019
An empirical study on how people perceive AI-generated music
H Chu, J Kim, S Kim, H Lim, H Lee, S Jin, J Lee, T Kim, S Ko
Proceedings of the 31st ACM International Conference on Information …, 2022
282022
Cryptoeconomics: Data application for token sales analysis
S Jin, R Ali, AV Vlasov
222017
A visual analytics system for improving attention-based traffic forecasting models
S Jin, H Lee, C Park, H Chu, Y Tae, J Choo, S Ko
IEEE transactions on visualization and computer graphics 29 (1), 1102-1112, 2022
152022
An empirical experiment on deep learning models for predicting traffic data
H Lee, C Park, S Jin, H Chu, J Choo, S Ko
2021 IEEE 37th International Conference on Data Engineering (ICDE), 1817-1822, 2021
152021
Stgrat: a spatio-temporal graph attention network for traffic forecasting
K Kim, S Jin, S Ko, J Choo
International conference on information and knowledge management, 2020
62020
Deep learning approach for predicting functional Z-DNA regions using omics data. Sci Rep 10 (1): 19134
N Beknazarov, S Jin, M Poptsova
Nature Publishing Group. doi, 2020
52020
A Graphical Workflow Exploration Environment For Visual Analytics
C Lee, J Oh, S Jin, I Cho, S Ko
arXiv preprint arXiv:2204.10221, 2022
2022
Deep Learning Approach to Recognize Genome Functional Elements Using Diverse Genomic Data
N Beknazarov, S Jin, M Poptsova
Proceedings http://ceur-ws. org ISSN 1613, 0073, 2020
2020
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Articles 1–13