Database Paper Browser

Back to papers

Interactive Time Series Exploration Powered by the Marriage of Similarity Distances

Summary: ONEX enables interactive time series exploration via a one-off preprocessing step encoding similarity relationships. Clustering with Euclidean distances enables DTW on a compact KB, delivering faster, more accurate exploration (up to 19% gain) vs SOTA. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11451
Venue
VLDB
Year
2017
Pagerank
4.9257516e-05
Overall Rank
6,786 | 52.80%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank Citing Paper Year Venue Pagerank
4,541 Interactive Time Series Analytics Powered by ONEX 2017 SIGMOD 6.1023704e-05
5,506 Exploring Change – A New Dimension of Data Analytics 2019 VLDB 5.473324e-05
6,074 Pigeonring: A Principle for Faster Thresholded Similarity Search 2019 VLDB 5.2242306e-05
8,985 TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications 2023 VLDB 4.4156106e-05
11,110 DeepSketch: A Query Sketching Interface for Deep Time Series Similarity Search 2024 VLDB 4.1945683e-05
11,727 Vocalizing Large Time Series Efficiently 2018 VLDB 4.1945683e-05
Previous Page 1 / 1 Next

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
65 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00062029383
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
539 Fast Time Sequence Indexing for Arbitrary L_p Norms 2000 VLDB 0.00020666392
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
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
362 Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases 1995 VLDB 0.00025770385
7,210 Set-based Similarity Search for Time Series 2016 SIGMOD 4.799457e-05
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
1,161 Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures 2008 VLDB 0.00013585236
2,943 An Efficient and Accurate Method for Evaluating Time Series Similarity 2007 SIGMOD 7.8399495e-05
699 Exact Indexing of Dynamic Time Warping 2002 VLDB 0.00018015254
5,310 Online Event-driven Subsequence Matching over Financial Data Streams 2004 SIGMOD 5.5753015e-05
8,139 Anticipatory DTW for Efficient Similarity Search in Time Series Databases 2009 VLDB 4.5770301e-05
4,541 Interactive Time Series Analytics Powered by ONEX 2017 SIGMOD 6.1023704e-05