Database Paper Browser

Back to papers

Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials

Summary: Chebyshev-polynomial minimax approx for d-D spatio-temporal trajectories as indexing basis; compact, pruning-friendly. Lower Bounding Lemma: trajectory distance ≥ weighted Chebyshev-distance; no false negatives; experiments show Chebyshev indexing beats APCA. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3552
Venue
SIGMOD
Year
2004
Pagerank
0.00012372959
Overall Rank
1,363 | 90.52%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
251 Robust and Fast Similarity Search for Moving Object Trajectories 2005 SIGMOD 0.00030644658
1,157 A Data-adaptive and Dynamic Segmentation Index for Whole Matching on Time Series 2013 VLDB 0.00013610658
1,161 Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures 2008 VLDB 0.00013585236
1,516 k-Shape: Efficient and Accurate Clustering of Time Series 2015 SIGMOD 0.00011586255
2,041 Indexable PLA for Efficient Similarity Search 2007 VLDB 9.6992894e-05
3,456 STMaker - A System to Make Sense of Trajectory Data 2014 VLDB 7.075962e-05
3,618 Calibrating Trajectory Data for Similarity-based Analysis 2013 SIGMOD 6.9085505e-05
4,059 GRAIL: Efficient Time-Series Representation Learning 2019 VLDB 6.4854417e-05
4,112 Searching Trajectories by Locations - An Efficiency Study 2010 SIGMOD 6.4422697e-05
4,853 Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures 2020 SIGMOD 5.8760276e-05
6,181 PPQ-Trajectory: Spatio-temporal Quantization for Querying in Large Trajectory Repositories 2021 VLDB 5.1686247e-05
6,577 On Efficiently Searching Trajectories and Archival Data for Historical Similarities 2008 VLDB 5.0042166e-05
10,466 A Structured Study of Multivariate Time-Series Distance Measures 2025 SIGMOD 4.1945683e-05
11,133 Scalable Model-Based Management of Massive High Frequency Wind Turbine Data with ModelarDB 2024 VLDB 4.1945683e-05
11,215 Correlation Joins over Time Series Data Streams Utilizing Complementary Dimension Reduction and Transformation 2023 SIGMOD 4.1945683e-05
11,235 Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances 2023 VLDB 4.1945683e-05
11,787 Scaling Locally Linear Embedding 2017 SIGMOD 4.1945683e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
47 Nearest Neighbor Queries 1995 SIGMOD 0.0007015885
65 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00062029383
79 A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces 1998 VLDB 0.00056242144
243 Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases 2001 SIGMOD 0.00031074984
362 Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases 1995 VLDB 0.00025770385
539 Fast Time Sequence Indexing for Arbitrary L_p Norms 2000 VLDB 0.00020666392
693 Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences 1997 SIGMOD 0.00018077335
825 Dimensionality Reduction for Similarity Searching in Dynamic Databases 1998 SIGMOD 0.00016228517
1,002 On Indexing Mobile Objects 1999 PODS 0.00014702555
1,806 Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces 2000 VLDB 0.00010490769
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
12,521 Indexing for Function Approximation 2006 VLDB 4.1945683e-05
65 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00062029383
5,682 Optimal Indexing Using Near-Minimal Space [Extended Abstract] 2003 PODS 5.372736e-05
8,895 Fast and Adaptive Indexing of Multi-Dimensional Observational Data 2016 VLDB 4.427268e-05
6,577 On Efficiently Searching Trajectories and Archival Data for Historical Similarities 2008 VLDB 5.0042166e-05
7,005 Indexing the Edges – A simple and yet efficient approach to high-dimensional indexing 2000 PODS 4.8654221e-05
2,541 Novel Approaches to the Indexing of Moving Object Trajectories 2000 VLDB 8.5795657e-05
243 Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases 2001 SIGMOD 0.00031074984
7,636 On Nearest Neighbor Indexing of Nonlinear Trajectories 2003 PODS 4.6907372e-05
2,041 Indexable PLA for Efficient Similarity Search 2007 VLDB 9.6992894e-05