Scaling and Time Warping in Time Series Querying
Summary: First technique to jointly support DTW and US for time-series similarity, enabling local alignment with global time-scale changes. Demonstrates strong gains across biometrics, motion capture, handwriting, and entertainment, showing practical data-management impact in industry and medicine. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,226 | Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data | 2007 | VLDB | 4.5505782e-05 |
| 10,343 | MS-Index: Fast Top-k Subsequence Search for Multivariate Time Series under Euclidean Distance | 2026 | VLDB | 4.1905499e-05 |
| 12,284 | Parsimonious Linear Fingerprinting for Time Series | 2010 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 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 |
| 65 | Fast Subsequence Matching in Time-Series Databases | 1994 | SIGMOD | 0.00061977022 |
| 129 | The X-tree: An Index Structure for High-Dimensional Data | 1996 | VLDB | 0.00044255276 |
| 696 | Exact Indexing of Dynamic Time Warping | 2002 | VLDB | 0.00017991162 |
| 1,060 | Warping Indexes with Envelope Transforms for Query by Humming | 2003 | SIGMOD | 0.00014359912 |
| 3,728 | Indexing Large Human-Motion Databases | 2004 | VLDB | 6.8082657e-05 |
| 8,103 | SoundCompass: A Practical Query-by-Humming System | 2004 | SIGMOD | 4.5816146e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,284 | Parsimonious Linear Fingerprinting for Time Series | 2010 | VLDB | 4.1905499e-05 |
| 3,340 | Fast Time-Series Searching with Scaling and Shifting | 1999 | PODS | 7.1987694e-05 |
| 999 | Similarity-Based Queries for Time Series Data | 1997 | SIGMOD | 0.00014726031 |
| 12,141 | sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments | 2012 | VLDB | 4.1905499e-05 |
| 6,786 | Interactive Time Series Exploration Powered by the Marriage of Similarity Distances | 2017 | VLDB | 4.9210246e-05 |
| 1,164 | Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures | 2008 | VLDB | 0.00013572951 |
| 1,060 | Warping Indexes with Envelope Transforms for Query by Humming | 2003 | SIGMOD | 0.00014359912 |
| 8,140 | Anticipatory DTW for Efficient Similarity Search in Time Series Databases | 2009 | VLDB | 4.5726407e-05 |
| 3,728 | Indexing Large Human-Motion Databases | 2004 | VLDB | 6.8082657e-05 |
| 696 | Exact Indexing of Dynamic Time Warping | 2002 | VLDB | 0.00017991162 |