Calibrating Trajectory Data for Similarity-based Analysis
Summary: Introduces an anchor-based calibration to unify heterogeneous trajectory sampling for better similarity. Studies four anchor types, develops geometry-based and ML-driven model-based calibration, and demonstrates gains on real trajectory data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Han Su
- 2. Kai Zheng
- 3. Haozhou Wang
- 4. Jiamin Huang
- 5. Xiaofang Zhou
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,749 | Distributed Trajectory Similarity Search | 2017 | VLDB | 0.00010684148 |
| 3,821 | STMaker - A System to Make Sense of Trajectory Data | 2014 | VLDB | 6.726077e-05 |
| 3,912 | DPT: Differentially Private Trajectory Synthesis Using Hierarchical Reference Systems | 2015 | VLDB | 6.6332886e-05 |
| 9,076 | PerNav: A Route Summarization Framework for Personalized Navigation | 2016 | SIGMOD | 4.3965098e-05 |
| 9,495 | Spatial Data Quality in the IoT Era: Management and Exploitation | 2022 | SIGMOD | 4.3300131e-05 |
| 10,871 | T-Assess: An Efficient Data Quality Assessment System Tailored for Trajectory Data | 2025 | VLDB | 4.1905499e-05 |
| 11,092 | TERI: An Effective Framework for Trajectory Recovery with Irregular Time Intervals | 2024 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 251 | Robust and Fast Similarity Search for Moving Object Trajectories | 2005 | SIGMOD | 0.00030589775 |
| 358 | On The Marriage of Lp-norms and Edit Distance | 2004 | VLDB | 0.00026059337 |
| 1,127 | Trajectory Clustering: A Partition-and-Group Framework | 2007 | SIGMOD | 0.00013801775 |
| 1,373 | Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials | 2004 | SIGMOD | 0.00012326961 |
| 1,704 | Swarm: Mining Relaxed Temporal Moving Object Clusters | 2010 | VLDB | 0.00010814313 |
| 1,741 | Discovery of Convoys in Trajectory Databases | 2008 | VLDB | 0.00010696301 |
| 2,558 | Novel Approaches to the Indexing of Moving Object Trajectories | 2000 | VLDB | 8.5441554e-05 |
| 2,744 | Indexing Large Trajectory Data Sets With SETI* | 2003 | CIDR | 8.1917832e-05 |
| 3,700 | Adaptive Fastest Path Computation on a Road Network: A Traffic Mining Approach | 2007 | VLDB | 6.8260499e-05 |
| 7,300 | Effectively Indexing Uncertain Moving Objects for Predictive Queries | 2009 | VLDB | 4.7640746e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,749 | Distributed Trajectory Similarity Search | 2017 | VLDB | 0.00010684148 |
| 1,129 | On Map-Matching Vehicle Tracking Data | 2005 | VLDB | 0.00013779223 |
| 3,090 | Direction-Preserving Trajectory Simplification | 2013 | VLDB | 7.5904432e-05 |
| 2,052 | TraClass: Trajectory Classification Using Hierarchical Region-Based and Trajectory-Based Clustering | 2008 | VLDB | 9.6854498e-05 |
| 10,538 | Revisiting CNNs for Trajectory Similarity Learning | 2025 | VLDB | 4.1905499e-05 |
| 1,127 | Trajectory Clustering: A Partition-and-Group Framework | 2007 | SIGMOD | 0.00013801775 |
| 10,756 | Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification | 2025 | VLDB | 4.1905499e-05 |
| 6,008 | Compression of Uncertain Trajectories in Road Networks | 2020 | VLDB | 5.2365238e-05 |
| 3,321 | Trajectory Simplification: An Experimental Study and Quality Analysis | 2018 | VLDB | 7.2212455e-05 |
| 6,508 | Trajectory Similarity Measurement: An Efficiency Perspective | 2024 | VLDB | 5.0273291e-05 |