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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
8484
Venue
VLDB
Year
1995
Pagerank
0.00019869565
Overall Rank
371 | 97.46%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{agrawal_vldb95,
        title = {{Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases}},
        author = {Agrawal, Rakesh and Lin, King-ip and Sawhney, Harpreet S. and Shim, Kyuseok},
        journal = {PVLDB},
        series = {{VLDB} '95},
        pages = {490--501},
        year = {1995}
}

Incoming Citations (Sorted by Pagerank)

Showing 31 of 31 citing papers.

Rank Citing Paper Year Venue Pagerank
190 Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases 2001 SIGMOD 0.00026105472
468 Fast Time Sequence Indexing for Arbitrary Lp Norms 2000 VLDB 0.00017986163
601 Exact Indexing of Dynamic Time Warping 2002 VLDB 0.00015870156
704 Dynamic Itemset Counting and Implication Rules for Market Basket Data 1997 SIGMOD 0.00014837704
783 A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data 1997 VLDB 0.00014076306
796 Optimal Multi-Step k-Nearest Neighbor Search 1998 SIGMOD 0.00013932561
810 Similarity-Based Queries for Time Series Data 1997 SIGMOD 0.00013874464
1,280 Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials 2004 SIGMOD 0.00011354776
1,776 Efficient User-Adaptable Similarity Search in Large Multimedia Databases 1997 VLDB 9.7853414e-05
2,171 Multi-Dimensional Regression Analysis of Time-Series Data Streams 2002 VLDB 9.0406168e-05
3,125 General Match: A Subsequence Matching Method in Time-Series Databases Based on Generalized Windows 2002 SIGMOD 7.7344198e-05
3,252 Fast Time-Series Searching with Scaling and Shifting 1999 PODS 7.5951443e-05
3,267 FTW: Fast Similarity Search under the Time Warping Distance 2005 PODS 7.5816553e-05
3,920 Continually Evaluating Similarity-Based Pattern Queries on a Streaming Time Series 2002 SIGMOD 7.0171134e-05
4,154 A New SQL-like Operator for Mining Association Rules 1996 VLDB 6.8670958e-05
4,345 ASAP: Prioritizing Attention via Time Series Smoothing 2017 VLDB 6.7513816e-05
4,370 Fast Manhattan Sketches in Data Streams 2010 PODS 6.7387541e-05
4,604 Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures 2020 SIGMOD 6.6104585e-05
5,410 Parameter Free Bursty Events Detection in Text Streams 2005 VLDB 6.227694e-05
5,454 ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines 2020 SIGMOD 6.2134177e-05
5,838 Improving Adaptable Similarity Query Processing by Using Approximations 1998 VLDB 6.0702428e-05
6,285 Trajectory Similarity Join in Spatial Networks 2017 VLDB 5.9270112e-05
6,756 On Efficiently Searching Trajectories and Archival Data for Historical Similarities 2008 VLDB 5.7829178e-05
7,326 Parallel Algorithms for High-dimensional Proximity Joins 1997 VLDB 5.6435709e-05
7,942 Efficient and Tunable Similar Set Retrieval 2001 SIGMOD 5.5181056e-05
8,170 Efficient Discovery of Sequence Outlier Patterns 2019 VLDB 5.4741508e-05
9,262 Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects 2003 SIGMOD 5.2968259e-05
10,002 COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics 2021 VLDB 5.1814573e-05
11,168 RITA: Group Attention is All You Need for Timeseries Analytics 2024 SIGMOD 5.093636e-05
12,329 sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments 2012 VLDB 5.093636e-05
12,936 Querying Continuous Time Sequences 1998 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 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 0.0020210012
4 The R*-tree: An Efficient and Robust Access Method for Points and Rectangles 1990 SIGMOD 0.001157935
41 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00046675394
145 Efficient Processing of Spatial Joins Using R-trees 1993 SIGMOD 0.00029548428
1,603 Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results 1994 SIGMOD 0.00010236342
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