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International Journal of Geographical Information Science Volume 29, 2015 - Issue 12
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Original Articles

Anomalous behavior detection in single-trajectory data

Hai HuangInstitute of Applied Computer Science, Bundeswehr University Munich, Neubiberg, GermanyCorrespondence[email protected]
Pages 2075-2094 | Received 09 Mar 2015, Accepted 14 Jun 2015, Published online: 09 Jul 2015

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Amna Qayyum, Bernard De Baets, Laure De Cock, Frank Witlox, Guy De Tré & Nico Van de Weghe. (2023) Application of the Point-Descriptor-Precedence representation for micro-scale traffic analysis at a non-signalized T-junction. Geo-spatial Information Science 26:3, pages 406-430.
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Xiaoyue Luo, Yanhui Wang, Junwu Dong, Zhanxing Li, Yang Yang, Ke Tang & Tao Huang. (2023) Complete trajectory extraction for moving targets in traffic scenes that considers multi-level semantic features. International Journal of Geographical Information Science 37:4, pages 913-937.
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Mateus Barragana, Luis Otavio Alvares & Vania Bogorny. (2017) Unusual behavior detection and object ranking from movement trajectories in target regions. International Journal of Geographical Information Science 31:2, pages 364-386.
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Articles from other publishers (9)

Wenhao Yu, Mengqiu Huang, Shangyou Wu & Yifan Zhang. (2023) Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features. Information Sciences 622, pages 456-475.
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Wenhao Yu & Qinghong Huang. (2022) A deep encoder-decoder network for anomaly detection in driving trajectory behavior under spatio-temporal context. International Journal of Applied Earth Observation and Geoinformation 115, pages 103115.
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Yan Shi, Da Wang, Zihe Ni, Huimin Liu, Baoju Liu & Min Deng. (2022) A Sequential Pattern Mining Based Approach to Adaptively Detect Anomalous Paths in Floating Vehicle Trajectories. IEEE Transactions on Intelligent Transportation Systems 23:10, pages 18186-18199.
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Baoju Liu, Min Deng, Jingyi Yang, Yan Shi, Jincai Huang, Chengming Li & Bingwen Qiu. (2021) Detecting anomalous spatial interaction patterns by maximizing urban population carrying capacity. Computers, Environment and Urban Systems 87, pages 101616.
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Lauren Doocy, Steven D. Prager, Joseph T. Kider Jr & R. Paul Wiegand. (2019) Robust Path Matching and Anomalous Route Detection Using Posterior Weighted Graphs. ACM Transactions on Spatial Algorithms and Systems 5:2, pages 1-19.
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Kun Qin, Yulong Wang & Bijun Wang. (2018) Detecting Anomalous Trajectories Using the Dempster-Shafer Evidence Theory Considering Trajectory Features from Taxi GNSS Data. Information 9:10, pages 258.
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Majeed Thaika, Songwong Tasneeyapant & Sunsern Cheamanunkul. (2018) A Fast, Scalable, Unsupervised Approach to Real-time Traffic Incident Detection. A Fast, Scalable, Unsupervised Approach to Real-time Traffic Incident Detection.
Yulong Wang, Kun Qin, Yixiang Chen & Pengxiang Zhao. (2018) Detecting Anomalous Trajectories and Behavior Patterns Using Hierarchical Clustering from Taxi GPS Data. ISPRS International Journal of Geo-Information 7:1, pages 25.
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Jianzheng Liu, Jie Li, Weifeng Li & Jiansheng Wu. (2016) Rethinking big data: A review on the data quality and usage issues. ISPRS Journal of Photogrammetry and Remote Sensing 115, pages 134-142.
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