Anticipatory DTW for Efficient Similarity Search in Time Series Databases

Summary: Anticipatory DTW reuses filter-step info during refinement to prune candidates earlier. It leverages state-of-the-art DTW lower bounds with negligible overhead, no false dismissals, and scales to multivariate, long series and wide bands. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9945
Venue: VLDB
Year: 2009
Pagerank: 4.5770301e-05
Overall Rank: 8,139 | 43.38%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,983	A Generic Framework for Efficient and Effective Subsequence Retrieval	2012	VLDB	4.8732757e-05
8,035	A New Approach for Processing Ranked Subsequence Matching Based on Ranked Union	2011	SIGMOD	4.6009403e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
243	Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases	2001	SIGMOD	0.00031074984
358	On The Marriage of Lp-norms and Edit Distance	2004	VLDB	0.0002599481
699	Exact Indexing of Dynamic Time Warping	2002	VLDB	0.00018015254
802	Optimal Multi-Step k-Nearest Neighbor Search	1998	SIGMOD	0.00016502317
1,061	Warping Indexes with Envelope Transforms for Query by Humming	2003	SIGMOD	0.00014368716
1,161	Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures	2008	VLDB	0.00013585236
3,294	Approximate Embedding-Based Subsequence Matching of Time Series	2008	SIGMOD	7.2619257e-05
3,518	FTW: Fast Similarity Search under the Time Warping Distance	2005	PODS	7.0153323e-05
7,187	LB_Keogh Supports Exact Indexing of Shapes under Rotation Invariance with Arbitrary Representations and Distance Measures	2006	VLDB	4.8059196e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,210	Set-based Similarity Search for Time Series	2016	SIGMOD	4.799457e-05
362	Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases	1995	VLDB	0.00025770385
997	Similarity-Based Queries for Time Series Data	1997	SIGMOD	0.00014739219
12,133	sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments	2012	VLDB	4.1945683e-05
6,577	On Efficiently Searching Trajectories and Archival Data for Historical Similarities	2008	VLDB	5.0042166e-05
10,691	FSMDTW: A Fast Index-free Subsequence Matching Algorithm for Dynamic Time Warping	2025	VLDB	4.1945683e-05
3,294	Approximate Embedding-Based Subsequence Matching of Time Series	2008	SIGMOD	7.2619257e-05
699	Exact Indexing of Dynamic Time Warping	2002	VLDB	0.00018015254
5,878	Ranked Subsequence Matching in Time-Series Databases	2007	VLDB	5.2916009e-05
3,518	FTW: Fast Similarity Search under the Time Warping Distance	2005	PODS	7.0153323e-05