TripSafe: Retrieving Safety-related Abnormal Trips in Real-time with Trajectory Data

Author:

Su Yueyang1ORCID,Yao Di1ORCID,Zhou Xiaolei2ORCID,Zhang Yuxuan2ORCID,Fan Yunxia2ORCID,Bai Lu2ORCID,Bi Jingping1ORCID

Affiliation:

1. Institute of Computing Technology Chinese Academy of Sciences, beijing, China

2. DiDi Global Inc., beijing, China

Funder

National Natural Science Foundation of China

CCF-DiDi GAIA Collaborative Research Funds for Young Scholars

Publisher

ACM

Reference34 articles.

1. iBOAT: Isolation-Based Online Anomalous Trajectory Detection

2. GraphAD

3. Xiaokai Chu , Jiashu Zhao , Xinxin Fan , Di Yao , Zhihua Zhu , Lixin Zou , Dawei Yin , and Jingping Bi . 2022 . Contrastive Disentangled Graph Convolutional Network for Weakly-Supervised Classification. In Database Systems for Advanced Applications - 27th International Conference , DASFAA 2022, Virtual Event, April 11--14, 2022, Proceedings, Part I (Lecture Notes in Computer Science) , Vol. 13245 . Springer, 722--730. https://doi.org/10.1007/978--3-031-00123--9_57 10.1007/978--3-031-00123--9_57 Xiaokai Chu, Jiashu Zhao, Xinxin Fan, Di Yao, Zhihua Zhu, Lixin Zou, Dawei Yin, and Jingping Bi. 2022. Contrastive Disentangled Graph Convolutional Network for Weakly-Supervised Classification. In Database Systems for Advanced Applications - 27th International Conference, DASFAA 2022, Virtual Event, April 11--14, 2022, Proceedings, Part I (Lecture Notes in Computer Science), Vol. 13245. Springer, 722--730. https://doi.org/10.1007/978--3-031-00123--9_57

4. Peng Han Jin Wang Di Yao Shuo Shang and Xiangliang Zhang. 2021. A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks. In ACM SIGKDD. ACM 556--564. https://doi.org/10.1145/3447548.3467337 10.1145/3447548.3467337

5. Peng Han Jin Wang Di Yao Shuo Shang and Xiangliang Zhang. 2021. A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks. In ACM SIGKDD. ACM 556--564. https://doi.org/10.1145/3447548.3467337

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1. Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

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