Deep learning for trajectory data management and mining: A survey and beyond

W Chen, Y Liang, Y Zhu, Y Chang, K Luo… - arXiv preprint arXiv …, 2024 - arxiv.org
Trajectory computing is a pivotal domain encompassing trajectory data management and
mining, garnering widespread attention due to its crucial role in various practical …

Micro-Macro Spatial-Temporal Graph-Based Encoder-Decoder for Map-Constrained Trajectory Recovery

T Wei, Y Lin, Y Lin, S Guo, L Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recovering intermediate missing GPS points in a sparse trajectory, while adhering to the
constraints of the road network, could offer deep insights into users' moving behaviors in …

Efficient Marine Track-to-track Association Method for Multi-source Sensors

T Liu, K Liu, X Zeng, S Zhang… - IEEE Signal Processing …, 2024 - ieeexplore.ieee.org
Constructing reliable trajectories for ship targets in busy waterways involves associating
tracks from various sensor sources. This poses challenges due to the incoherence in sensor …