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Swarm: Mining Relaxed Temporal Moving Object Clusters

Summary: Introduces swarms: moving-object groups that co-occur within arbitrary-shaped clusters at nonconsecutive timestamps, relaxing temporal continuity. ObjectGrowth mines all closed (discriminative) swarms via pruning and on-the-fly closure checking. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
10311
Venue
VLDB
Year
2010
Pagerank
9.8211863e-05
Overall Rank
1,755 | 87.97%
DOI
10.14778/1920841.1920933

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb10,
        title = {{Swarm: Mining Relaxed Temporal Moving Object Clusters}},
        author = {Li, Zhenhui and Ding, Bolin and Han, Jiawei and Kays, Roland},
        journal = {PVLDB},
        series = {{VLDB} '10},
        volume = {3},
        number = {1},
        pages = {723--734},
        doi = {10.14778/1920841.1920933},
        url = {https://doi.org/10.14778/1920841.1920933},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
962 DBSCAN Revisited: Mis-Claim, Un-Fixability, and Approximation 2015 SIGMOD 0.00012936472
1,381 Finding Time Period-Based Most Frequent Path in Big Trajectory Data 2013 SIGMOD 0.00010965263
2,416 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 8.6068712e-05
3,645 A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories 2017 VLDB 7.2293286e-05
3,849 Calibrating Trajectory Data for Similarity-based Analysis 2013 SIGMOD 7.0745507e-05
3,852 On the Spatiotemporal Burstiness of Terms 2012 VLDB 7.0734721e-05
4,475 UlTraMan: A Unified Platform for Big Trajectory Data Management and Analytics 2018 VLDB 6.6803264e-05
6,880 Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories 2019 VLDB 5.7470112e-05
8,538 Splitter: Mining Fine-Grained Sequential Patterns in Semantic Trajectories 2014 VLDB 5.4119882e-05
8,693 MoveMine: Mining Moving Object Databases 2010 SIGMOD 5.3837142e-05
9,894 Co-movement Pattern Mining from Videos 2024 VLDB 5.1997534e-05
10,841 Mining Platoon Patterns from Traffic Videos 2025 VLDB 5.093636e-05
12,018 Efficient Mining of Regional Movement Patterns in Semantic Trajectories 2017 VLDB 5.093636e-05
12,188 Attraction and Avoidance Detection from Movements 2014 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
27 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00052255472
221 Robust and Fast Similarity Search for Moving Object Trajectories 2005 SIGMOD 0.00024224879
303 On The Marriage of Lp-norms and Edit Distance 2004 VLDB 0.00021956234
918 Trajectory Clustering: A Partition-and-Group Framework 2007 SIGMOD 0.00013215285
1,885 Discovery of Convoys in Trajectory Databases 2008 VLDB 9.5362394e-05
8,693 MoveMine: Mining Moving Object Databases 2010 SIGMOD 5.3837142e-05
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