A Decade of Progress in Indexing and Mining Large Time Series Databases

Summary: Tutorial surveying a decade of database advances in indexing and mining massive time series. Traces extensions of Faloutsos et al.’s seminal subsequence-matching framework across scientific, industrial, and biomedical workloads. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: h5d2d1f918e0b02e6
Venue: VLDB
Year: 2006
Pagerank: 7.7982307e-05
Overall Rank: 2,970 | 80.04%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Eamonn Keogh (University of California Riverside)

BibTeX Citation

@article{keogh_vldb06,
        title = {{A Decade of Progress in Indexing and Mining Large Time Series Databases}},
        author = {Keogh, Eamonn},
        journal = {PVLDB},
        series = {{VLDB} '06},
        pages = {1268},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
915	Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures	2008	VLDB	0.00013099703
1,095	A Data-adaptive and Dynamic Segmentation Index for Whole Matching on Time Series	2013	VLDB	0.00012050625
1,579	k-Shape: Efficient and Accurate Clustering of Time Series	2015	SIGMOD	0.00010186397
3,434	Finding Semantics in Time Series	2011	SIGMOD	7.3027739e-05
4,703	Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures	2020	SIGMOD	6.4621968e-05
5,722	Ranked Subsequence Matching in Time-Series Databases	2007	VLDB	6.0183253e-05
6,517	Fast-Forwarding to Desired Visualizations with zenvisage	2017	CIDR	5.7585571e-05
6,609	Dumpy: A Compact and Adaptive Index for Large Data Series Collections	2023	SIGMOD	5.7354155e-05
7,641	A Structured Study of Multivariate Time-Series Distance Measures	2025	SIGMOD	5.4772833e-05
8,186	A New Approach for Processing Ranked Subsequence Matching Based on Ranked Union	2011	SIGMOD	5.3814143e-05
11,569	CIVET: Exploring Compact Index for Variable-Length Subsequence Matching on Time Series	2024	VLDB	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
42	Fast Subsequence Matching in Time-Series Databases	1994	SIGMOD	0.00045773967

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4	11,847	Scalable Time Series Compound Infrastructure	2022	SIGMOD
5	915	Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures	2008	VLDB
6	7,094	Time-Series Clustering: A Comprehensive Study of Data Mining, Machine Learning, and Deep Learning Methods	2025	VLDB
7	613	Exact Indexing of Dynamic Time Warping	2002	VLDB
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