On Efficiently Searching Trajectories and Archival Data for Historical Similarities

Summary: Efficient similarity search on histories via summaries that prune non-qualifying histories for Lp/LCSS/DTW and enable retrieval. A finer approximation with a distance-error-minimizing algorithm enables scalable search up to 17D on real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9724
Venue: VLDB
Year: 2008
Pagerank: 4.9993797e-05
Overall Rank: 6,575 | 54.31%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Reza Sherkat
2. Davood Rafiei

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,111	Searching Trajectories by Locations - An Efficiency Study	2010	SIGMOD	6.4354586e-05
4,851	Durable Top-k Search in Document Archives	2010	SIGMOD	5.8716965e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
65	Fast Subsequence Matching in Time-Series Databases	1994	SIGMOD	0.00061977022
243	Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases	2001	SIGMOD	0.00031052437
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
362	Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases	1995	VLDB	0.00025758421
471	FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets	1995	SIGMOD	0.00022348285
537	Fast Time Sequence Indexing for Arbitrary L_p Norms	2000	VLDB	0.00020650291
696	Exact Indexing of Dynamic Time Warping	2002	VLDB	0.00017991162
798	Optimal Multi-Step k-Nearest Neighbor Search	1998	SIGMOD	0.00016484637
999	Similarity-Based Queries for Time Series Data	1997	SIGMOD	0.00014726031
1,060	Warping Indexes with Envelope Transforms for Query by Humming	2003	SIGMOD	0.00014359912
1,373	Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials	2004	SIGMOD	0.00012326961
1,476	Towards an Analysis of Range Query Performance in Spatial Data Structures	1993	PODS	0.00011752931
2,489	STRG-Index: Spatio-Temporal Region Graph Indexing for Large Video Databases	2005	SIGMOD	8.6507319e-05
4,663	Towards Effective Indexing for Very Large Video Sequence Database	2005	SIGMOD	6.0066508e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,297	Approximate Embedding-Based Subsequence Matching of Time Series	2008	SIGMOD	7.2549403e-05
7,210	Set-based Similarity Search for Time Series	2016	SIGMOD	4.7949775e-05
1,164	Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures	2008	VLDB	0.00013572951
2,045	Indexable PLA for Efficient Similarity Search	2007	VLDB	9.6950855e-05
537	Fast Time Sequence Indexing for Arbitrary L_p Norms	2000	VLDB	0.00020650291
243	Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases	2001	SIGMOD	0.00031052437
6,982	A Generic Framework for Efficient and Effective Subsequence Retrieval	2012	VLDB	4.8685999e-05
999	Similarity-Based Queries for Time Series Data	1997	SIGMOD	0.00014726031
11,259	Efficient Non-Learning Similar Subtrajectory Search	2023	VLDB	4.1905499e-05
8,140	Anticipatory DTW for Efficient Similarity Search in Time Series Databases	2009	VLDB	4.5726407e-05