Diff-rntraj: A structure-aware diffusion model for road network-constrained trajectory generation

[PDF] arxiv.org

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 …
被引用次数：5 相关文章 所有 2 个版本
[PDF] arxiv.org

A survey on diffusion models for time series and spatio-temporal data

Y Yang, M Jin, H Wen, C Zhang, Y Liang, L Ma… - arXiv preprint arXiv …, 2024 - arxiv.org
The study of time series data is crucial for understanding trends and anomalies over time,
enabling predictive insights across various sectors. Spatio-temporal data, on the other hand …
被引用次数：6 相关文章 所有 3 个版本
[PDF] arxiv.org

A Survey of Generative Techniques for Spatial-Temporal Data Mining

Q Zhang, H Wang, C Long, L Su, X He, J Chang… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper focuses on the integration of generative techniques into spatial-temporal data
mining, considering the significant growth and diverse nature of spatial-temporal data. With …
相关文章 所有 2 个版本