A Survey of Distance-Based Vessel Trajectory Clustering: Data Pre-processing, Methodologies, Applications, and Experimental Evaluation

M Liang, RW Liu, R Gao, Z Xiao, X Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Vessel trajectory clustering, a crucial component of the maritime intelligent transportation
systems, provides valuable insights for applications such as anomaly detection and …

STTraj2Vec: A spatio-temporal trajectory representation learning approach

J Zhu, X Niu, F Li, Y Wang, P Fournier-Viger… - Knowledge-Based …, 2024 - Elsevier
Computing trajectory similarity plays a critical role in various spatio-temporal applications
that involve trajectory analysis. In recent years, trajectory representation learning has been …

基于线图视角的城市社区发现可视分析方法

林正轩, 王超, 邵彬, 邓紫坤, 王永恒, 巫英才 - 计算机辅助设计与图形学学报 - jcad.cn
基于出行轨迹数据开展自下而上的细粒度城市社区发现, 能够为城市资源的合理配置和科学管理
提供有效依据. 现有的社区发现方法通常从复杂网络视角分析热点区域间的空间交互 …

A Visual Analytic Approach for Discovering Urban Community based on Line Graph

L Zhengxuan, W Chao, S Bin, D Zikun, W Yongheng… - Journal of Computer-Aided … - jcad.cn
The bottom-up fine-grained urban community discovery based on travel trajectory data can
provide an effective basis for the rational allocation and scientific management of urban …