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Prediction and Indexing of Moving Objects with Unknown Motion Patterns

Summary: Framework for monitoring and indexing moving objects with unknown patterns; per-object motion functions learned, server stores locs. Recursive motion model learned from data; enables predictive queries with a small filter-refinement index and no misses. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3553
Venue
SIGMOD
Year
2004
Pagerank
7.9587247e-05
Overall Rank
2,889 | 79.91%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
1,917 A Generic Framework for Monitoring Continuous Spatial Queries over Moving Objects 2005 SIGMOD 0.0001009778
4,065 AutoPlait: Automatic Mining of Co-evolving Time Sequences 2014 SIGMOD 6.4819215e-05
4,476 Classical and Contemporary Approaches to Big Time Series Forecasting 2019 SIGMOD 6.1517903e-05
4,888 Forecasting Big Time Series: Old and New 2018 VLDB 5.8531064e-05
7,365 Effectively Indexing Uncertain Moving Objects for Predictive Queries 2009 VLDB 4.7517889e-05
8,592 Boosting Moving Object Indexing through Velocity Partitioning 2012 VLDB 4.4894309e-05
9,256 An Adaptive Updating Protocol for Reducing Moving Object Database Workload 2010 VLDB 4.3690661e-05
9,358 Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories 2014 VLDB 4.3510473e-05
9,920 Mining and Forecasting of Big Time-series Data 2015 SIGMOD 4.2561557e-05
12,080 R2-D2: a System to Support Probabilistic Path Prediction in Dynamic Environments via "Semi-Lazy" Learning 2013 VLDB 4.1945683e-05
12,276 Parsimonious Linear Fingerprinting for Time Series 2010 VLDB 4.1945683e-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
6 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.0016162015
631 Indexing the Positions of Continuously Moving Objects 2000 SIGMOD 0.00018935493
1,002 On Indexing Mobile Objects 1999 PODS 0.00014702555
1,067 The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries 2003 VLDB 0.00014327945
1,479 Towards an Analysis of Range Query Performance in Spatial Data Structures 1993 PODS 0.00011749057
1,766 Indexing Moving Points (Extended Abstract) 2000 PODS 0.000106236
3,415 Continuous K-Nearest Neighbor Queries for Continuously Moving Points with Updates 2003 VLDB 7.1219721e-05
3,800 Time-Parameterized Queries in Spatio-Temporal Databases 2002 SIGMOD 6.7585633e-05
4,146 Selectivity Estimation for Spatio-Temporal Queries to Moving Objects 2002 SIGMOD 6.4100417e-05
7,636 On Nearest Neighbor Indexing of Nonlinear Trajectories 2003 PODS 4.6907372e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
12,568 Complex Spatio-Temporal Pattern Queries 2005 VLDB 4.1945683e-05
1,067 The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries 2003 VLDB 0.00014327945
3,800 Time-Parameterized Queries in Spatio-Temporal Databases 2002 SIGMOD 6.7585633e-05
12,547 A System for Analyzing and Indexing Human-Motion Databases 2005 SIGMOD 4.1945683e-05
1,774 Query and Update Efficient B+-Tree Based Indexing of Moving Objects 2004 VLDB 0.00010604097
7,594 On Moving Object Queries (Extended Abstract) 2002 PODS 4.7019462e-05
2,541 Novel Approaches to the Indexing of Moving Object Trajectories 2000 VLDB 8.5795657e-05
631 Indexing the Positions of Continuously Moving Objects 2000 SIGMOD 0.00018935493
9,256 An Adaptive Updating Protocol for Reducing Moving Object Database Workload 2010 VLDB 4.3690661e-05
7,365 Effectively Indexing Uncertain Moving Objects for Predictive Queries 2009 VLDB 4.7517889e-05