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physics.soc-ph2024
A Computational Analysis of Traffic Cluster Dynamics Using a Percolation-Based Approach in Urban Road Networks
Yongsung Kwon, Minjin Lee, Mi Jin Lee +1
Understanding the dynamics of traffic clusters is crucial for enhancing urban transportation systems, particularly in managing congestion and free-flow states. This study applies c…
cs.LG2024★ 2 cited
Improving Demand Forecasting in Open Systems with Cartogram-Enhanced Deep Learning
Sangjoon Park, Yongsung Kwon, Hyungjoon Soh +2
Predicting temporal patterns across various domains poses significant challenges due to their nuanced and often nonlinear trajectories. To address this challenge, prediction framew…