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TITLE = "A Comprehensive Study of Clustering-Based Techniques for Detecting
Abnormal Vessel Behavior",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "6",
PAGES = "1477",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182123"}
@article{bb186656,
AUTHOR = "Zhao, S. and Zhao, D.X. and Liu, R.Q. and Xia, Z. and Chen, B. and Chen, J.L.",
TITLE = "GMAT-DU: Traffic Anomaly Prediction With Fine Spatiotemporal
Granularity in Sparse Data",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13503-13517",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182124"}
@article{bb186657,
AUTHOR = "Mansourian, P. and Zhang, N. and Jaekel, A. and Kneppers, M.",
TITLE = "Deep Learning-Based Anomaly Detection for Connected Autonomous
Vehicles Using Spatiotemporal Information",
JOURNAL = ITS,
VOLUME = "24",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "16006-16017",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182125"}
@article{bb186658,
AUTHOR = "Chen, J.Z. and Pu, J.J. and Yin, B. and Zhang, R.H. and Wu, J.J.",
TITLE = "TA-NET: Empowering Highly Efficient Traffic Anomaly Detection Through
Multi-Head Local Self-Attention and Adaptive Hierarchical Feature
Reconstruction",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "12372-12384",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182126"}
@article{bb186659,
AUTHOR = "Gu, K. and OuYang, X. and Wang, Y.",
TITLE = "Malicious Vehicle Detection Scheme Based on Spatio-Temporal Features
of Traffic Flow Under Cloud-Fog Computing-Based IoVs",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "11534-11551",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182127"}
@article{bb186660,
AUTHOR = "Tran, T.M. and Bui, D.C. and Nguyen, T.V. and Nguyen, K.",
TITLE = "Transformer-Based Spatio-Temporal Unsupervised Traffic Anomaly
Detection in Aerial Videos",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "8292-8309",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182128"}
@article{bb186661,
AUTHOR = "Liang, R.Q. and Li, Y.M. and Zhou, J.T. and Li, X.",
TITLE = "Text-Driven Traffic Anomaly Detection with Temporal High-Frequency
Modeling in Driving Videos",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "8684-8697",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182129"}
@article{bb186662,
AUTHOR = "Nouri, M. and Konyar, E. and Gahrooeri, M.R. and Ilbeigi, M.",
TITLE = "Detecting Traffic Anomalies During Extreme Events via a Temporal
Self-Expressive Model",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "13613-13626",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182130"}
@article{bb186663,
AUTHOR = "Mao, Y.K. and Shi, Y.L. and Lu, B.B.",
TITLE = "Detecting Urban Traffic Anomalies Using Traffic-Monitoring Data",
JOURNAL = IJGI,
VOLUME = "13",
YEAR = "2024",
NUMBER = "10",
PAGES = "351",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182131"}
@article{bb186664,
AUTHOR = "Ji, Z. and Lv, W.F. and Hu, J.L. and Jin, Y.H. and Qiu, Z.K. and Huang, J.",
TITLE = "Dual-Stream Anomaly Detection Network for Real-World Traffic
Scenarios",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "20779-20792",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182132"}
@article{bb186665,
AUTHOR = "Hu, Z. and He, Y.W. and Shen, Y.Q. and Jo, M.H. and Collotta, M. and Shen, G.J. and Kong, X.J.",
TITLE = "Vehicular Social Dynamic Anomaly Detection With Recurrent Multi-Mask
Aggregator Enabled VAE",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "21709-21722",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182133"}
@article{bb186666,
AUTHOR = "Kolff, M. and Venrooij, J. and Arcidiacono, E. and Pool, D.M. and Mulder, M.",
TITLE = "Predicting Motion Incongruence Ratings in Closed- and Open-Loop Urban
Driving Simulation",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "517-528",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182134"}
@article{bb186667,
AUTHOR = "Lian, X.L. and Zheng, Y. and Dang, Z.X. and Peng, C.L. and Gao, X.B.",
TITLE = "Semi-supervised anomaly traffic detection via multi-frequency
reconstruction",
JOURNAL = PR,
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YEAR = "2025",
PAGES = "111215",
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AUTHOR = "Yarlagadda, J. and Pawar, D.S.",
TITLE = "Identification of Out-of-the-Normal Driving Behaviors Using
Instantaneous Driving Decisions: A Case-Study on Indian Drivers",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "4443-4456",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182136"}
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AUTHOR = "Liang, R.Q. and Li, Y.M. and Yi, Y.X. and Zhou, J.T. and Li, X.",
TITLE = "A memory-augmented multi-task collaborative framework for
unsupervised traffic anomaly detection in driving videos",
JOURNAL = PR,
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PAGES = "111789",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182137"}
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AUTHOR = "Cheng, Q.X. and Hong, K.M. and Huang, K. and Liu, Z.Y.",
TITLE = "Evaluating Effectiveness and Identifying Appropriate Methods for
Anomaly Detection in Intelligent Transportation Systems",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "11442-11453",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182138"}
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AUTHOR = "Guo, K. and Tang, R. and Pan, H.X. and Zhang, D.M. and Liu, Y. and Shi, Z.",
TITLE = "Activity Spaces in Multimodal Transportation Networks: A Nonlinear
and Spatial Analysis Perspective",
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PAGES = "281",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182139"}
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AUTHOR = "Wang, Y.Z. and Zhou, Y. and Zhang, F.",
TITLE = "LTVPGA: Distilled Graph Attention for Lightweight Traffic Violation
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JOURNAL = IJGI,
VOLUME = "14",
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BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182140"}
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AUTHOR = "Xing, Z.H. and Chen, H. and Xie, B.Z. and Xu, J.Q. and Guo, Z.Y. and Xu, X.M. and Hao, J. and Fu, C.W. and Hu, X.W. and Heng, P.A.",
TITLE = "EchoTraffic: Enhancing Traffic Anomaly Understanding with
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "19098-19108",
BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tan3.html#TT182141"}
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PAGES = "1106-1112",
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AUTHOR = "Trinh, L. and Anwar, A. and Mercelis, S.",
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@inproceedings{bb186676,
AUTHOR = "Zhao, Y.X. and Wu, W.H. and He, Y. and Li, Y.Y. and Tan, X. and Chen, S.F.",
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AUTHOR = "Wu, J. and Wang, X.H. and Xiao, X.F. and Wang, Y.T.",
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BOOKTITLE = AICity21,
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AUTHOR = "Singh, H. and Hand, E.M. and Alexis, K.",
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AUTHOR = "Shine, L. and Vaishnav, M.A. and Jiji, C.V.",
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