Trajectory Outlier Detection

Asma Belhadi; Youcef Djenouri; Jerry Chun-Wei Lin; Alberto Cano

doi:10.1145/3399631

Trajectory Outlier Detection

ACM Transactions on Management Information Systems ◽

10.1145/3399631 ◽

2020 ◽

Vol 11 (3) ◽

pp. 1-29

Author(s):

Asma Belhadi ◽

Youcef Djenouri ◽

Jerry Chun-Wei Lin ◽

Alberto Cano

Keyword(s):

Outlier Detection ◽

Trajectory Outlier Detection

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Ship Trajectory Outlier Detection Service System Based on Collaborative Computing

2018 IEEE World Congress on Services (SERVICES) ◽

10.1109/services.2018.00021 ◽

2018 ◽

Cited By ~ 1

Author(s):

Tao Zhang ◽

Shuai Zhao ◽

Junliang Chen

Keyword(s):

Outlier Detection ◽

Service System ◽

Collaborative Computing ◽

Trajectory Outlier Detection

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Based local density trajectory outlier detection with partition-and-detect framework

2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) ◽

10.1109/fskd.2017.8393023 ◽

2017 ◽

Cited By ~ 2

Author(s):

Fangjun Luan ◽

Yunting Zhang ◽

Keyan Cao ◽

Qi Li

Keyword(s):

Outlier Detection ◽

Local Density ◽

Trajectory Outlier Detection

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Trajectory Outlier Detection for Traffic Events: A Survey

Intelligent Computing and Information and Communication - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-10-7245-1_5 ◽

2018 ◽

pp. 37-46 ◽

Cited By ~ 5

Author(s):

Kiran Bhowmick ◽

Meera Narvekar

Keyword(s):

Outlier Detection ◽

Trajectory Outlier Detection

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A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17 ◽

10.1145/3132847.3132933 ◽

2017 ◽

Cited By ~ 13

Author(s):

Hao Wu ◽

Weiwei Sun ◽

Baihua Zheng

Keyword(s):

Outlier Detection ◽

Driving Behavior ◽

Behavior Modeling ◽

Detection Approach ◽

Trajectory Outlier Detection

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Trajectory Outlier Detection: A Partition-and-Detect Framework

2008 IEEE 24th International Conference on Data Engineering ◽

10.1109/icde.2008.4497422 ◽

2008 ◽

Cited By ~ 177

Author(s):

Jae-Gil Lee ◽

Jiawei Han ◽

Xiaolei Li

Keyword(s):

Outlier Detection ◽

Trajectory Outlier Detection

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Considering trajectory outlier detection methods in verification of navigation satellite messages

Proceedings of 5th International Conference on Recent Advances in Space Technologies - RAST2011 ◽

10.1109/rast.2011.5966836 ◽

2011 ◽

Author(s):

Levent Altay ◽

Sefer Kurnaz ◽

Oya Kalipsiz

Keyword(s):

Outlier Detection ◽

Detection Methods ◽

Navigation Satellite ◽

Trajectory Outlier Detection

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Comparative Study on Trajectory Outlier Detection Algorithms

2019 International Conference on Data Mining Workshops (ICDMW) ◽

10.1109/icdmw.2019.00067 ◽

2019 ◽

Cited By ~ 3

Author(s):

Asma Belhadi ◽

Youcef Djenouri ◽

Jerry Chun-Wei Lin

Keyword(s):

Comparative Study ◽

Outlier Detection ◽

Detection Algorithms ◽

Trajectory Outlier Detection

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Trajectory Outlier Detection Algorithm for ship AIS Data based on Dynamic Differential Threshold

Journal of Physics Conference Series ◽

10.1088/1742-6596/1437/1/012013 ◽

2020 ◽

Vol 1437 ◽

pp. 012013 ◽

Cited By ~ 1

Author(s):

Sun Shuang ◽

Chen Yan ◽

Zhang Jinsong

Keyword(s):

Outlier Detection ◽

Detection Algorithm ◽

Differential Threshold ◽

Trajectory Outlier Detection

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Effective and efficient trajectory outlier detection based on time-dependent popular route

World Wide Web ◽

10.1007/s11280-016-0400-6 ◽

2016 ◽

Vol 20 (1) ◽

pp. 111-134 ◽

Cited By ~ 32

Author(s):

Jie Zhu ◽

Wei Jiang ◽

An Liu ◽

Guanfeng Liu ◽

Lei Zhao

Keyword(s):

Outlier Detection ◽

Time Dependent ◽

Trajectory Outlier Detection

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Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3131793 ◽

2021 ◽

pp. 1-10

Author(s):

Usman Ahmed ◽

Gautam Srivastava ◽

Youcef Djenouri ◽

Jerry Chun-Wei Lin

Keyword(s):

Outlier Detection ◽

Transport Systems ◽

Intelligent Transport Systems ◽

Intelligent Transport ◽

Trajectory Outlier Detection

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