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Deep learning for trajectory data management and mining: A survey and beyond
Link representation learning for probabilistic travel time estimation
Personalized origin–destination travel time estimation with active adversarial inverse reinforcement learning and Transformer
Travel time estimation is important for instant delivery, vehicle routing, and ride-hailing. Most
studies estimate the travel time of specified routes, and only a few studies pay attention to …
studies estimate the travel time of specified routes, and only a few studies pay attention to …
Cross-View Location Alignment Enhanced Spatial-Topological Aware Dual Transformer for Travel Time Estimation
Accurately estimating route travel time is crucial for intelligent transportation systems. Urban
road networks and routes can be viewed from spatial and topological perspectives while …
road networks and routes can be viewed from spatial and topological perspectives while …
[HTML][HTML] Granularity Optimization of Travel Trajectory Based on Node2vec: A Case Study on Urban Travel Time Prediction
H Dong, X Pan, X Chen - ISPRS International Journal of Geo-Information, 2024 - mdpi.com
Intersections are known to cause significant changes in traffic states. However, existing link-
level trajectory optimization methods often overlook intersection information, making it …
level trajectory optimization methods often overlook intersection information, making it …