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 | 52 | 2020 |
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting Y Shin, Y Yoon IEEE Transactions on Intelligent Transportation Systems, 2024 | 23 | 2024 |
Performance Evaluation of Building Blocks of Spatial-Temporal Deep Learning Models for Traffic Forecasting Y Shin, Y Yoon IEEE Access 11, 136478-136495, 2023 | 2 | 2023 |
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 | 2 | 2021 |
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 | 1 | 2020 |
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 | 1 | 2020 |
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 | 1 | 2020 |
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 |