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Robust and Fast Similarity Search for Moving Object Trajectories

Summary: EDR for moving-object trajectories; robust to noise, sensor errors, shifts, and scaling. Outperforms Euclidean, DTW, ERP; 50% more accurate than LCSS; three pruning techniques boost retrieval efficiency; experiments validate. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hf9b1986d3d08f6e8
Venue
SIGMOD
Year
2005
Pagerank
0.00023850907
Overall Rank
229 | 98.47%
DOI
10.1145/1066157.1066213

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{chen_sigmod05,
        title = {{Robust and Fast Similarity Search for Moving Object Trajectories}},
        author = {Chen, Lei and Özsu, M. Tamer and Oria, Vincent},
        series = {{SIGMOD} '05},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1066157.1066213},
        url = {https://dl.acm.org/doi/10.1145/1066157.1066213},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 53 citing papers.

Rank Citing Paper Year Venue Pagerank
75 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00037163157
307 On The Marriage of Lp-norms and Edit Distance 2004 VLDB 0.00021496009
918 Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures 2008 VLDB 0.00013051871
920 Trajectory Clustering: A Partition-and-Group Framework 2007 SIGMOD 0.00013041987
1,578 k-Shape: Efficient and Accurate Clustering of Time Series 2015 SIGMOD 0.00010155847
1,738 Indexable PLA for Efficient Similarity Search 2007 VLDB 9.7335994e-05
1,794 Swarm: Mining Relaxed Temporal Moving Object Clusters 2010 VLDB 9.6147752e-05
1,955 Discovery of Convoys in Trajectory Databases 2008 VLDB 9.2932912e-05
2,035 Distributed Trajectory Similarity Search 2017 VLDB 9.1372983e-05
2,210 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 8.844541e-05
2,369 Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing 2013 VLDB 8.5487072e-05
2,502 An Efficient and Accurate Method for Evaluating Time Series Similarity 2007 SIGMOD 8.3580269e-05
3,019 Trajectory Simplification: An Experimental Study and Quality Analysis 2018 VLDB 7.7285252e-05
3,203 Monochromatic and Bichromatic Reverse Skyline Search over Uncertain Databases 2008 SIGMOD 7.5227628e-05
3,780 Calibrating Trajectory Data for Similarity-based Analysis 2013 SIGMOD 7.003221e-05
4,334 GRAIL: Efficient Time-Series Representation Learning 2019 VLDB 6.6441978e-05
4,375 Searching Trajectories by Locations - An Efficiency Study 2010 SIGMOD 6.6172049e-05
4,717 Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures 2020 SIGMOD 6.4388287e-05
5,035 Fast Large-Scale Trajectory Clustering 2020 VLDB 6.2909656e-05
5,215 Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints 2020 VLDB 6.2135023e-05
5,255 STMaker–A System to Make Sense of Trajectory Data 2014 VLDB 6.1962976e-05
5,467 Pigeonring: A Principle for Faster Thresholded Similarity Search 2019 VLDB 6.1037173e-05
5,757 VRE: A Versatile, Robust, and Economical Trajectory Data System 2022 VLDB 5.9871937e-05
6,046 Efficient and Effective Similar Subtrajectory Search with Deep Reinforcement Learning 2020 VLDB 5.8881195e-05
6,116 Trajectory Similarity Join in Spatial Networks 2017 VLDB 5.8657138e-05
6,756 Trajectory Similarity Measurement: An Efficiency Perspective 2024 VLDB 5.6724628e-05
6,811 An Incremental Hausdorff Distance Calculation Algorithm 2011 VLDB 5.6598101e-05
6,913 On Efficiently Searching Trajectories and Archival Data for Historical Similarities 2008 VLDB 5.6331177e-05
7,119 Time-Series Clustering: A Comprehensive Study of Data Mining, Machine Learning, and Deep Learning Methods 2025 VLDB 5.580601e-05
7,466 Set-based Similarity Search for Time Series 2016 SIGMOD 5.5047754e-05
7,718 EDS: A Segment-based Distance Measure for Sub-trajectory Similarity Search 2014 SIGMOD 5.4545714e-05
7,834 Mining Frequent Itemsets over Uncertain Databases 2012 VLDB 5.4283691e-05
8,905 The Inherent Time Complexity and An Efficient Algorithm for Subsequence Matching Problem 2022 VLDB 5.2379169e-05
8,919 Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification 2025 VLDB 5.2361195e-05
8,925 Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams 2023 SIGMOD 5.2361195e-05
9,414 On Repairing Timestamps for Regular Interval Time Series 2022 VLDB 5.1672232e-05
9,795 A Subsequence Matching with Gaps-Range-Tolerances Framework: A Query-By-Humming Application 2011 VLDB 5.115551e-05
10,189 RED: Effective Trajectory Representation Learning with Comprehensive Information 2025 VLDB 5.052396e-05
10,540 GoodTP: An Effective Data Selection Framework for Enhancing Trajectory Similarity Learning via Monte Carlo Tree Search 2026 SIGMOD 4.9605343e-05
11,279 Revisiting CNNs for Trajectory Similarity Learning 2025 VLDB 4.9605343e-05
11,319 SimRN: Trajectory Similarity Learning in Road Networks based on Distributed Deep Reinforcement Learning 2025 VLDB 4.9605343e-05
11,330 TMLKD: Few-shot Trajectory Metric Learning via Knowledge Distillation 2025 VLDB 4.9605343e-05
11,799 Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances 2023 VLDB 4.9605343e-05
11,818 Efficient Non-Learning Similar Subtrajectory Search 2023 VLDB 4.9605343e-05
11,897 Scalable Time Series Compound Infrastructure 2022 SIGMOD 4.9605343e-05
12,199 Top-k Queries over Digital Traces 2019 SIGMOD 4.9605343e-05
12,230 The Maximum Trajectory Coverage Query in Spatial Databases 2019 VLDB 4.9605343e-05
12,269 DITA: A Distributed In-Memory Trajectory Analytics System 2018 SIGMOD 4.9605343e-05
12,408 A Demonstration of VisDPT: Visual Exploration of Differentially Private Trajectories 2016 VLDB 4.9605343e-05
12,462 SMiLer: A Semi-Lazy Time Series Prediction System for Sensors 2015 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

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