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CHANDOLA V, BANERJEE A, KUMAR V. Anomaly detection a survey[J]. ACM Computing Surveys, 2009, 41(3): 75-79.
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VELOSO M, PHITHAKKITNUKOON S, BENTO C. Sensing urban mobility with taxi flow[C]// Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks. Chicago, USA: ACM Press, 2011: 41-44.
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ZHU B, HUANG Q, GUIBAS L, et al. Urban population migration pattern mining based on taxi trajectories[C]// Proceedings of the 3rd International Workshop on Mobile Sensing. Springer, 2015, 9142: 172-181.
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ZHENG Y, LIU Y C, YUAN J, et al. Urban computing with taxicabs[C]// Proceedings of the 13th International Conference on Ubiquitous Computing. Beijing, China: ACM Press, 2011: 89-98.
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YUAN J, ZHENG Y, ZHANG C Y, et al. T-drive: Driving directions based on taxi trajectories[C]// Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems. San Jose, USA: ACM Press, 2010: 99-108.
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LEE J G, HAN J W, WHANG K Y. Trajectory clustering a partition-and-group framework[C]// Proceedings of the SIGMOD International Conference on Management of Data. Beijing, China: ACM Press, 2007: 593-604.
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GE Y, XIONG H, LIU C R, et al. A taxi driving fraud detection system[C]// Proceedings of the 11th International Conference on Data Mining. Vancouver, Canada: IEEE Press, 2011: 181-190.
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FU Z Y, HU W M, TAN T N. Similarity based vehicle trajectory clustering and anomaly detection[C]// IEEE International Conference on Image Processing. Beijing, China: IEEE Press, 2005, 2: 602-605.
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ZHANG D, LI N, ZHOU Z H, et al. iBAT: Detecting anomalous taxi trajectories from GPS traces[C]// Proceedings of the 13th International Conference on Ubiquitous Computing. Beijing, China: ACM Press, 2011: 99-108.
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CHEN C, ZHANG D Q, CASTRO P S, et al. Real-time detection of anomalous taxi trajectories from GPS traces[A]// Mobile and Ubiquitous Systems Computing, Networking, and Services. Berlin Heidelberg: Springer, 2012: 63-74.
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GE Y, XIONG H, ZHOU Z H, et al. Top-eye Top-k evolving trajectory outlier detection[C]// Proceedings of the 19th ACM International Conference on Information and Knowledge Management. Toronto, Canada: ACM Press, 2010: 1733-1736.
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胡佳峰. 基于轨迹数据的事件检测技术研究[D].硕士学位论文, 中国科学院大学, 2014.
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袁晶. 大规模轨迹数据的检索、挖掘及应用[D].博士学位论文, 中国科学技术大学, 2012.
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CHEN C, ZHANG D Q, CASTRO P S, et al. iBOAT: Isolation-based online anomalous trajectory detection[J]. IEEE Transactions on Intelligent Transportation Systems, 2013, 14(2): 806-818.
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[15] |
SUN L, ZHANG D, CHEN C, et al. Real time anomalous trajectory detection and analysis[J]. Mobile Networks and Applications, 2013, 18(3) 341-356.
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[16] |
CHEN C, SU H, HUANG Q, et al. Pathlet learning for compressing and planning trajectories[C]//Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Orlando, USA: ACM, 2013: 392-395.
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[17] |
LEE A J T, CHEN Y A, IP W C. Mining frequent trajectory patterns in spatial-temporal databases[J]. Information Sciences, 2009, 179(13): 2218-2231.
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[18] |
CHEN L, NG R. On the marriage of Lp-norms and edit distance[C]//Proceedings of the 30th International Conference on Very Large Databases. Toronto, Canada: VLDB Endowment, 2004: 792-803.
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[19] |
HAN B, LIU L, OMIECINSKI E. Neat Road network aware trajectory clustering[C]// 32nd International Conference on Distributed Computing Systems. Macau, China: IEEE, 2012: 142-151.
|
[1] |
CHANDOLA V, BANERJEE A, KUMAR V. Anomaly detection a survey[J]. ACM Computing Surveys, 2009, 41(3): 75-79.
|
[2] |
VELOSO M, PHITHAKKITNUKOON S, BENTO C. Sensing urban mobility with taxi flow[C]// Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks. Chicago, USA: ACM Press, 2011: 41-44.
|
[3] |
ZHU B, HUANG Q, GUIBAS L, et al. Urban population migration pattern mining based on taxi trajectories[C]// Proceedings of the 3rd International Workshop on Mobile Sensing. Springer, 2015, 9142: 172-181.
|
[4] |
ZHENG Y, LIU Y C, YUAN J, et al. Urban computing with taxicabs[C]// Proceedings of the 13th International Conference on Ubiquitous Computing. Beijing, China: ACM Press, 2011: 89-98.
|
[5] |
YUAN J, ZHENG Y, ZHANG C Y, et al. T-drive: Driving directions based on taxi trajectories[C]// Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems. San Jose, USA: ACM Press, 2010: 99-108.
|
[6] |
LEE J G, HAN J W, WHANG K Y. Trajectory clustering a partition-and-group framework[C]// Proceedings of the SIGMOD International Conference on Management of Data. Beijing, China: ACM Press, 2007: 593-604.
|
[7] |
GE Y, XIONG H, LIU C R, et al. A taxi driving fraud detection system[C]// Proceedings of the 11th International Conference on Data Mining. Vancouver, Canada: IEEE Press, 2011: 181-190.
|
[8] |
FU Z Y, HU W M, TAN T N. Similarity based vehicle trajectory clustering and anomaly detection[C]// IEEE International Conference on Image Processing. Beijing, China: IEEE Press, 2005, 2: 602-605.
|
[9] |
ZHANG D, LI N, ZHOU Z H, et al. iBAT: Detecting anomalous taxi trajectories from GPS traces[C]// Proceedings of the 13th International Conference on Ubiquitous Computing. Beijing, China: ACM Press, 2011: 99-108.
|
[10] |
CHEN C, ZHANG D Q, CASTRO P S, et al. Real-time detection of anomalous taxi trajectories from GPS traces[A]// Mobile and Ubiquitous Systems Computing, Networking, and Services. Berlin Heidelberg: Springer, 2012: 63-74.
|
[11] |
GE Y, XIONG H, ZHOU Z H, et al. Top-eye Top-k evolving trajectory outlier detection[C]// Proceedings of the 19th ACM International Conference on Information and Knowledge Management. Toronto, Canada: ACM Press, 2010: 1733-1736.
|
[12] |
胡佳峰. 基于轨迹数据的事件检测技术研究[D].硕士学位论文, 中国科学院大学, 2014.
|
[13] |
袁晶. 大规模轨迹数据的检索、挖掘及应用[D].博士学位论文, 中国科学技术大学, 2012.
|
[14] |
CHEN C, ZHANG D Q, CASTRO P S, et al. iBOAT: Isolation-based online anomalous trajectory detection[J]. IEEE Transactions on Intelligent Transportation Systems, 2013, 14(2): 806-818.
|
[15] |
SUN L, ZHANG D, CHEN C, et al. Real time anomalous trajectory detection and analysis[J]. Mobile Networks and Applications, 2013, 18(3) 341-356.
|
[16] |
CHEN C, SU H, HUANG Q, et al. Pathlet learning for compressing and planning trajectories[C]//Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. Orlando, USA: ACM, 2013: 392-395.
|
[17] |
LEE A J T, CHEN Y A, IP W C. Mining frequent trajectory patterns in spatial-temporal databases[J]. Information Sciences, 2009, 179(13): 2218-2231.
|
[18] |
CHEN L, NG R. On the marriage of Lp-norms and edit distance[C]//Proceedings of the 30th International Conference on Very Large Databases. Toronto, Canada: VLDB Endowment, 2004: 792-803.
|
[19] |
HAN B, LIU L, OMIECINSKI E. Neat Road network aware trajectory clustering[C]// 32nd International Conference on Distributed Computing Systems. Macau, China: IEEE, 2012: 142-151.
|