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Swarm: Mining Relaxed Temporal Moving Object Clusters

Summary: Defines swarms: moving objects clustering in arbitrary shapes at non-consecutive timestamps, relaxing contiguity. Introduces ObjectGrowth with pruning and on-the-fly closure to enumerate all closed swarms efficiently; validated on real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10121
Venue
VLDB
Year
2010
Pagerank
0.00010814313
Overall Rank
1,704 | 88.16%
DOI
-

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Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
918 DBSCAN Revisited: Mis-Claim, Un-Fixability, and Approximation 2015 SIGMOD 0.00015286593
1,118 Finding Time Period-Based Most Frequent Path in Big Trajectory Data 2013 SIGMOD 0.00013851562
2,117 On the Spatiotemporal Burstiness of Terms 2012 VLDB 9.5088574e-05
2,198 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 9.3096071e-05
3,609 Calibrating Trajectory Data for Similarity-based Analysis 2013 SIGMOD 6.9199121e-05
4,623 A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories 2017 VLDB 6.0352004e-05
4,937 UlTraMan: A Unified Platform for Big Trajectory Data Management and Analytics 2018 VLDB 5.8147395e-05
7,036 Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories 2019 VLDB 4.850155e-05
8,296 Splitter: Mining Fine-Grained Sequential Patterns in Semantic Trajectories 2014 VLDB 4.5392079e-05
8,413 MoveMine: Mining Moving Object Databases 2010 SIGMOD 4.5137116e-05
9,750 Co-movement Pattern Mining from Videos 2024 VLDB 4.2856385e-05
10,585 Mining Platoon Patterns from Traffic Videos 2025 VLDB 4.1905499e-05
11,823 Efficient Mining of Regional Movement Patterns in Semantic Trajectories 2017 VLDB 4.1905499e-05
11,998 Attraction and Avoidance Detection from Movements 2014 VLDB 4.1905499e-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
36 Fast Algorithms for Mining Association Rules 1994 VLDB 0.00076114894
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
1,741 Discovery of Convoys in Trajectory Databases 2008 VLDB 0.00010696301
8,413 MoveMine: Mining Moving Object Databases 2010 SIGMOD 4.5137116e-05
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Overall Rank Paper Year Venue Pagerank
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7,433 k/2-hop: Fast Mining of Convoy Patterns With Effective Pruning 2019 VLDB 4.7270992e-05
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12,000 MoveMine 2.0: Mining Object Relationships from Movement Data 2014 VLDB 4.1905499e-05
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