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Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases

Summary: Proposes a time-series similarity model robust to scaling, translation, gaps, and non-aligned subsequences, via non-overlapping paired subsequences within a width-bounded envelope. Fast search techniques locate all similar sequences or subsequences in a corpus. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8294
Venue
VLDB
Year
1995
Pagerank
0.00025758421
Overall Rank
362 | 97.49%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 31 of 31 citing papers.

Rank Citing Paper Year Venue Pagerank
243 Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases 2001 SIGMOD 0.00031052437
526 A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data 1997 VLDB 0.00021046587
537 Fast Time Sequence Indexing for Arbitrary L_p Norms 2000 VLDB 0.00020650291
651 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD 0.00018649942
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
1,373 Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials 2004 SIGMOD 0.00012326961
1,755 Efficient User-Adaptable Similarity Search in Large Multimedia Databases 1997 VLDB 0.00010661725
2,448 Multi-Dimensional Regression Analysis of Time-Series Data Streams 2002 VLDB 8.7935134e-05
3,340 Fast Time-Series Searching with Scaling and Shifting 1999 PODS 7.1987694e-05
3,418 General Match: A Subsequence Matching Method in Time-Series Databases Based on Generalized Windows 2002 SIGMOD 7.1129681e-05
3,522 FTW: Fast Similarity Search under the Time Warping Distance 2005 PODS 7.0086323e-05
3,557 Fast Manhattan Sketches in Data Streams 2010 PODS 6.9711051e-05
3,870 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.6763843e-05
4,210 Continually Evaluating Similarity-Based Pattern Queries on a Streaming Time Series 2002 SIGMOD 6.3509527e-05
4,388 Parameter Free Bursty Events Detection in Text Streams 2005 VLDB 6.2211316e-05
4,418 ASAP: Prioritizing Attention via Time Series Smoothing 2017 VLDB 6.1952934e-05
4,854 Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures 2020 SIGMOD 5.8707943e-05
5,777 ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines 2020 SIGMOD 5.3277177e-05
5,889 Improving Adaptable Similarity Query Processing by Using Approximations 1998 VLDB 5.2842168e-05
6,575 On Efficiently Searching Trajectories and Archival Data for Historical Similarities 2008 VLDB 4.9993797e-05
6,596 Trajectory Similarity Join in Spatial Networks 2017 VLDB 4.9945871e-05
7,113 Parallel Algorithms for High-dimensional Proximity Joins 1997 VLDB 4.8226178e-05
7,521 Efficient and Tunable Similar Set Retrieval 2001 SIGMOD 4.7135369e-05
8,122 Efficient Discovery of Sequence Outlier Patterns 2019 VLDB 4.5771031e-05
9,120 Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects 2003 SIGMOD 4.3881453e-05
9,850 COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics 2021 VLDB 4.2680295e-05
10,955 RITA: Group Attention is All You Need for Timeseries Analytics 2024 SIGMOD 4.1905499e-05
12,141 sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments 2012 VLDB 4.1905499e-05
12,752 Querying Continuous Time Sequences 1998 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
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0032118946
6 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.0016113151
24 The R+-Tree: A Dynamic Index For Multi-Dimensional Objects 1987 VLDB 0.00083300888
65 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00061977022
147 Efficient Processing of Spatial Joins Using R-trees 1993 SIGMOD 0.00041201518
1,432 Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results 1994 SIGMOD 0.00012000371
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Overall Rank Paper Year Venue Pagerank
2,946 An Efficient and Accurate Method for Evaluating Time Series Similarity 2007 SIGMOD 7.8331623e-05
3,522 FTW: Fast Similarity Search under the Time Warping Distance 2005 PODS 7.0086323e-05
537 Fast Time Sequence Indexing for Arbitrary L_p Norms 2000 VLDB 0.00020650291
3,297 Approximate Embedding-Based Subsequence Matching of Time Series 2008 SIGMOD 7.2549403e-05
5,883 Ranked Subsequence Matching in Time-Series Databases 2007 VLDB 5.2865165e-05
8,140 Anticipatory DTW for Efficient Similarity Search in Time Series Databases 2009 VLDB 4.5726407e-05
999 Similarity-Based Queries for Time Series Data 1997 SIGMOD 0.00014726031
5,314 Online Event-driven Subsequence Matching over Financial Data Streams 2004 SIGMOD 5.5702825e-05
65 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00061977022
3,340 Fast Time-Series Searching with Scaling and Shifting 1999 PODS 7.1987694e-05