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cs.LG2026
Urban Vibrancy Embedding and Application on Traffic Prediction
Sumin Han, Jisun An, Dongman Lee
Urban vibrancy reflects the dynamic human activity within urban spaces and is often measured using mobile data that captures floating population trends. This study proposes a novel…
cs.LG2023★ 7 cited
Enhancing Spatiotemporal Traffic Prediction through Urban Human Activity Analysis
Sumin Han, Youngjun Park, Minji Lee +2
Traffic prediction is one of the key elements to ensure the safety and convenience of citizens. Existing traffic prediction models primarily focus on deep learning architectures to…