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Parsimonious Linear Fingerprinting for Time Series

Summary: PLiF discovers essential fingerprints via joint dynamics in time series, yielding interpretable, compact features. Linear in sequence length; supports clustering, compression, visualization, forecasting, and segmentation with strong real-data gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10094
Venue
VLDB
Year
2010
Pagerank
4.1905499e-05
Overall Rank
12,284 | 14.63%
DOI
-

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
4,066 AutoPlait: Automatic Mining of Co-evolving Time Sequences 2014 SIGMOD 6.4756873e-05
4,476 Classical and Contemporary Approaches to Big Time Series Forecasting 2019 SIGMOD 6.1458665e-05
4,892 Forecasting Big Time Series: Old and New 2018 VLDB 5.8474831e-05
9,919 Mining and Forecasting of Big Time-series Data 2015 SIGMOD 4.2520778e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 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 0.00061977022
344 Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries 2001 VLDB 0.00026698826
426 Latent Semantic Indexing: A Probabilistic Analysis 1998 PODS 0.0002350479
477 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00022205608
696 Exact Indexing of Dynamic Time Warping 2002 VLDB 0.00017991162
999 Similarity-Based Queries for Time Series Data 1997 SIGMOD 0.00014726031
1,004 On Indexing Mobile Objects 1999 PODS 0.00014694512
1,069 Adaptive Stream Resource Management Using Kalman Filters 2004 SIGMOD 0.00014285617
1,349 Streaming Pattern Discovery in Multiple Time-Series 2005 VLDB 0.00012453634
1,580 Continuous Nearest Neighbor Monitoring in Road Networks 2006 VLDB 0.00011272266
2,893 Prediction and Indexing of Moving Objects with Unknown Motion Patterns 2004 SIGMOD 7.9547451e-05
3,728 Indexing Large Human-Motion Databases 2004 VLDB 6.8082657e-05
4,828 Managing Massive Time Series Streams with Multi-Scale Compressed Trickles 2009 VLDB 5.8890363e-05
7,583 Scaling and Time Warping in Time Series Querying 2005 VLDB 4.7016397e-05
9,344 TRAX—Real-World Tracking of Moving Objects 2007 VLDB 4.351469e-05
9,345 SHIFT-SPLIT: I/O Efficient Maintenance of Wavelet-Transformed Multidimensional Data 2005 SIGMOD 4.351469e-05
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