102 citations · 322 across the 78 of their papers we have counts for
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Recurrent Multi-Graph Neural Networks for Travel Cost Prediction
Jilin Hu, Chenjuan Guo, Bin Yang +2
Origin-destination (OD) matrices are often used in urban planning, where a city is partitioned into regions and an element (i, j) in an OD matrix records the cost (e.g., travel tim…
Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results
Razvan-Gabriel Cirstea, Darius-Valer Micu, Gabriel-Marcel Muresan +2
Cyber-physical systems often consist of entities that interact with each other over time. Meanwhile, as part of the continued digitization of industrial processes, various sensor t…
Learning to Route with Sparse Trajectory Sets---Extended Version
Chenjuan Guo, Bin Yang, Jilin Hu +1
Motivated by the increasing availability of vehicle trajectory data, we propose learn-to-route, a comprehensive trajectory-based routing solution. Specifically, we first construct…