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Pigeonring: A Principle for Faster Thresholded Similarity Search

Summary: Introduces the pigeonring principle, organizing boxes in a ring to constrain multiple boxes, yielding stronger filtering for thresholded similarity search. Shows pigeonhole is a special case, presents a universal filtering framework, and demonstrates faster, minimally invasive integration with existing algorithms on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11966
Venue
VLDB
Year
2019
Pagerank
5.219249e-05
Overall Rank
6,080 | 57.75%
DOI
10.14778/3275536.3275539

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank Citing Paper Year Venue Pagerank
4,273 Similarity Query Processing for High-Dimensional Data 2020 VLDB 6.2932217e-05
5,477 Learned Cardinality Estimation for Similarity Queries 2021 SIGMOD 5.4856699e-05
5,630 Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach 2020 SIGMOD 5.4010111e-05
7,636 Allign: Aligning All-Pair Near-Duplicate Passages in Long Texts 2021 SIGMOD 4.6863871e-05
9,563 Towards a Unified Framework for String Similarity Joins 2019 VLDB 4.3212967e-05
10,714 Extensible and Robust Evaluation of Similarity Queries 2025 VLDB 4.1905499e-05
11,249 A Two-Level Signature Scheme for Stable Set Similarity Joins 2023 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 50 of 52 cited papers.

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

Rank Cited Paper Year Venue Pagerank
34 Similarity Search in High Dimensions via Hashing 1999 VLDB 0.00076824554
91 M-tree: An Efficient Access Method for Similarity Search in Metric Spaces 1997 VLDB 0.00051785122
125 Approximate String Joins in a Database (Almost) for Free 2001 VLDB 0.00044946098
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040666376
248 Efficient set joins on similarity predicates 2004 SIGMOD 0.00030888982
251 Robust and Fast Similarity Search for Moving Object Trajectories 2005 SIGMOD 0.00030589775
264 Efficient Exact Set-Similarity Joins 2006 VLDB 0.00029950264
358 On The Marriage of Lp-norms and Edit Distance 2004 VLDB 0.00026059337
399 Multi-Probe LSH: Efficient Indexing for High-Dimensional Similarity Search 2007 VLDB 0.00024359304
546 An Efficient Algorithm for Mining Association Rules in Large Databases 1995 VLDB 0.00020410312
576 Substructure Similarity Search in Graph Databases 2005 SIGMOD 0.00019858777
579 Locality-Sensitive Hashing Scheme Based on Dynamic Collision Counting 2012 SIGMOD 0.0001982328
858 SRS: Solving c-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index 2015 VLDB 0.00015833075
929 The Pyramid-Technique: Towards Breaking the Curse of Dimensionality 1998 SIGMOD 0.0001523035
949 Comparing Stars: On Approximating Graph Edit Distance 2009 VLDB 0.0001510288
1,060 Warping Indexes with Envelope Transforms for Query by Humming 2003 SIGMOD 0.00014359912
1,164 Querying and Mining of Time Series Data: Experimental Comparison of Representations and Distance Measures 2008 VLDB 0.00013572951
1,203 VGRAM: Improving Performance of Approximate Queries on String Collections Using Variable-Length Grams 2007 VLDB 0.00013317317
1,232 Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints 2008 VLDB 0.00013133604
1,299 Bayesian Locality Sensitive Hashing for Fast Similarity Search 2012 VLDB 0.00012712766
1,396 Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search 2012 SIGMOD 0.00012215253
1,749 Distributed Trajectory Similarity Search 2017 VLDB 0.00010684148
2,012 ATLAS: A Probabilistic Algorithm for High Dimensional Similarity Search 2011 SIGMOD 9.8007613e-05
2,196 Cost-Based Variable-Length-Gram Selection for String Collections to Support Approximate Queries Efficiently 2008 SIGMOD 9.318552e-05
2,198 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 9.3096071e-05
2,387 Bed-Tree: An All-Purpose Index Structure for String Similarity Search Based on Edit Distance 2010 SIGMOD 8.9075095e-05
2,500 OASIS: An Online and Accurate Technique for Local-alignment Searches on Biological Sequences 2003 VLDB 8.6388583e-05
2,524 Connected Substructure Similarity Search 2010 SIGMOD 8.5993622e-05
2,588 Pass-Join: A Partition-based Method for Similarity Joins 2012 VLDB 8.4872437e-05
2,729 String Similarity Joins: An Experimental Evaluation 2014 VLDB 8.2175463e-05
3,209 An Empirical Evaluation of Set Similarity Join Techniques 2016 VLDB 7.3793885e-05
3,294 Spatio-Textual Similarity Joins 2013 VLDB 7.2590482e-05
3,461 Leveraging Set Relations in Exact Set Similarity Join 2017 VLDB 7.0696567e-05
3,522 FTW: Fast Similarity Search under the Time Warping Distance 2005 PODS 7.0086323e-05
3,583 Efficient Approximate Entity Extraction with Edit Distance Constraints 2009 SIGMOD 6.944299e-05
3,779 Efficient Exact Edit Similarity Query Processing with the Asymmetric Signature Scheme 2011 SIGMOD 6.7709545e-05
4,041 An Efficient Partition Based Method for Exact Set Similarity Joins 2016 VLDB 6.5048916e-05
4,247 Local Similarity Search for Unstructured Text 2016 SIGMOD 6.3180334e-05
4,350 Overlap Set Similarity Joins with Theoretical Guarantees 2018 SIGMOD 6.2576191e-05
4,370 Efficient and Effective Similarity Search over Probabilistic Data based on Earth Mover's Distance 2010 VLDB 6.2392118e-05
5,180 SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints 2017 VLDB 5.6377866e-05
5,319 Earth Mover's Distance based Similarity Search at Scale 2014 VLDB 5.5680481e-05
5,823 Reference-Based Alignment in Large Sequence Databases 2009 VLDB 5.3122255e-05
6,596 Trajectory Similarity Join in Spatial Networks 2017 VLDB 4.9945871e-05
6,730 A Pivotal Prefix Based Filtering Algorithm for String Similarity Search 2014 SIGMOD 4.9436522e-05
6,786 Interactive Time Series Exploration Powered by the Marriage of Similarity Distances 2017 VLDB 4.9210246e-05
7,006 Indexing the Edges – A simple and yet efficient approach to high-dimensional indexing 2000 PODS 4.8606861e-05
7,210 Set-based Similarity Search for Time Series 2016 SIGMOD 4.7949775e-05
7,790 Similarity Search on Bregman Divergence: Towards Non-Metric Indexing 2009 VLDB 4.6458343e-05
8,701 ALAE: Accelerating Local Alignment with Affine Gap Exactly in Biosequence Databases 2012 VLDB 4.4599782e-05
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8,419 Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search 2025 SIGMOD 4.5119865e-05
1,396 Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search 2012 SIGMOD 0.00012215253
3,549 Fast Parallel Similarity Search in Multimedia Databases 1997 SIGMOD 6.9792126e-05
10,353 A Theoretical Framework for Distribution-Aware Dataset Search 2025 PODS 4.1905499e-05
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1,299 Bayesian Locality Sensitive Hashing for Fast Similarity Search 2012 VLDB 0.00012712766
4,598 A General and Efficient Querying Method for Learning to Hash 2018 SIGMOD 6.053944e-05
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