Database Paper Browser

Back to papers

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
10093
Venue
VLDB
Year
2010
Pagerank
4.1945683e-05
Overall Rank
12,276 | 14.60%
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
4,065 AutoPlait: Automatic Mining of Co-evolving Time Sequences 2014 SIGMOD 6.4819215e-05
4,476 Classical and Contemporary Approaches to Big Time Series Forecasting 2019 SIGMOD 6.1517903e-05
4,888 Forecasting Big Time Series: Old and New 2018 VLDB 5.8531064e-05
9,920 Mining and Forecasting of Big Time-series Data 2015 SIGMOD 4.2561557e-05
Previous Page 1 / 1 Next

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 0.00062029383
344 Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries 2001 VLDB 0.00026702512
428 Latent Semantic Indexing: A Probabilistic Analysis 1998 PODS 0.00023512226
477 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00022221803
699 Exact Indexing of Dynamic Time Warping 2002 VLDB 0.00018015254
997 Similarity-Based Queries for Time Series Data 1997 SIGMOD 0.00014739219
1,002 On Indexing Mobile Objects 1999 PODS 0.00014702555
1,045 Adaptive Stream Resource Management Using Kalman Filters 2004 SIGMOD 0.00014472777
1,346 Streaming Pattern Discovery in Multiple Time-Series 2005 VLDB 0.00012466288
1,576 Continuous Nearest Neighbor Monitoring in Road Networks 2006 VLDB 0.00011286717
2,889 Prediction and Indexing of Moving Objects with Unknown Motion Patterns 2004 SIGMOD 7.9587247e-05
3,726 Indexing Large Human-Motion Databases 2004 VLDB 6.8148202e-05
4,824 Managing Massive Time Series Streams with Multi-Scale Compressed Trickles 2009 VLDB 5.8947137e-05
7,578 Scaling and Time Warping in Time Series Querying 2005 VLDB 4.7061534e-05
9,339 TRAX—Real-World Tracking of Moving Objects 2007 VLDB 4.3556432e-05
9,340 SHIFT-SPLIT: I/O Efficient Maintenance of Wavelet-Transformed Multidimensional Data 2005 SIGMOD 4.3556432e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
3,794 Identifying Representative Trends in Massive Time Series Data Sets Using Sketches 2000 VLDB 6.7617267e-05
10,599 Time Series Motif Discovery: A Comprehensive Evaluation 2025 VLDB 4.1945683e-05
4,628 Sim-Piece: Highly Accurate Piecewise Linear Approximation through Similar Segment Merging 2023 VLDB 6.0379315e-05
10,884 Representative Time Series Discovery for Data Exploration 2025 VLDB 4.1945683e-05
4,947 Efficient Temporal Pattern Mining in Big Time Series Using Mutual Information 2022 VLDB 5.8123636e-05
12,547 A System for Analyzing and Indexing Human-Motion Databases 2005 SIGMOD 4.1945683e-05
1,161 Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures 2008 VLDB 0.00013585236
5,245 Fast and Scalable Mining of Time Series Motifs with Probabilistic Guarantees 2022 VLDB 5.6067361e-05
9,920 Mining and Forecasting of Big Time-series Data 2015 SIGMOD 4.2561557e-05
10,739 Time-Series Clustering: A Comprehensive Study of Data Mining, Machine Learning, and Deep Learning Methods 2025 VLDB 4.1945683e-05