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Yuyol Shin
Yuyol Shin
Postdoctoral Researcher @KAIST
Verified email at kaist.ac.kr
Title
Cited by
Cited by
Year
Incorporating Dynamicity of Transportation Network With Multi-Weight Traffic Graph Convolutional Network for Traffic Forecasting
Y Shin, Y Yoon
IEEE Transactions on Intelligent Transportation Systems, 2020
522020
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting
Y Shin, Y Yoon
IEEE Transactions on Intelligent Transportation Systems, 2024
212024
Performance Evaluation of Building Blocks of Spatial-Temporal Deep Learning Models for Traffic Forecasting
Y Shin, Y Yoon
IEEE Access 11, 136478-136495, 2023
22023
A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting
Y Shin, Y Yoon
arXiv preprint arXiv:2111.07513, 2021
22021
Topological Data Analysis on the Northeast Asian Air Route Network
S Kim, Y Shin, Y Yoon
9th International Conference for Research in Air Transportation. ICRAT 2020, 2020
12020
The effect of adaptive mobility policy to the spread of COVID-19 in urban environment: intervention analysis of Seoul, South Korea
Y Yoon, S Oh, J Cho, Y Shin, S Kim, N Kim, H Cho
arXiv preprint arXiv:2006.10526, 2020
12020
COVID-19 Mobility Data Collection of Seoul, South Korea
J Cho, S Oh, S Kim, N Kim, Y Shin, H Cho, Y Yoon
arXiv preprint arXiv:2006.08365, 2020
12020
Deep learning framework for vessel trajectory prediction using auxiliary tasks and convolutional networks
Y Shin, N Kim, H Lee, SY In, M Hansen, Y Yoon
Engineering Applications of Artificial Intelligence 132, 107936, 2024
2024
Understanding Urban Economic Status through GNN-based Urban Representation Learning Using Mobility Data
Y Shin, G Seong, N Kim, S Kim, Y Yoon
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in …, 2023
2023
Spatial-temporal graph neural networks for traffic forecasting across multiple study sites
Y Shin
한국과학기술원, 2022
2022
Running the COVID-19 marathon: the behavioral adaptations in mobility and facemask over 27 weeks of pandemic in Seoul, South Korea
J Cho, Y Shin, S Kim, N Kim, S Oh, H Cho, Y Yoon
arXiv preprint arXiv:2009.09073, 2020
2020
Data-Driven Approach to Urban Transportation Road Network Analysis Using Topological Data Analysis–Case Study on Gangnam District, Seoul
YY Shin, Y Yoon
The Thirty-First KKHTCNN Symposium on Civil Engineering, 2018
2018
Predicting Seoul Subway Hourly Passenger Demand Using Neural Network Models
YY Shin, J Cho, NW Kim, Y Yoon
The 2nd Asian Conference on Railway Engineering and Transportation, 2018
2018
저고도 공역 무인비행장치 교통관리체계 국내외 개발사례분석 및 시사점 도출
신유열, 오수환, 조정우, 윤윤진
교통기술과정책 14, 14-24, 2017
2017
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