Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects

Summary: Explores voxelized-CAD similarity search with sets of feature vectors, comparing three models and selecting most promising. Introduces a distance on sets of feature vectors and an accelerated set-vector similarity algorithm, validated on two datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3465
Venue: SIGMOD
Year: 2003
Pagerank: 4.3922853e-05
Overall Rank: 9,122 | 36.55%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,540	Boosting Spatial Pruning: On Optimal Pruning of MBRs	2010	SIGMOD	4.7159549e-05
9,308	Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates	2015	SIGMOD	4.3571035e-05

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
65	Fast Subsequence Matching in Time-Series Databases	1994	SIGMOD	0.00062029383
91	M-tree: An Efficient Access Method for Similarity Search in Metric Spaces	1997	VLDB	0.0005181666
129	The X-tree: An Index Structure for High-Dimensional Data	1996	VLDB	0.0004429571
231	A Retrieval Technique for Similar Shapes	1991	SIGMOD	0.00032163466
270	OPTICS: Ordering Points To Identify the Clustering Structure	1999	SIGMOD	0.00029505642
362	Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases	1995	VLDB	0.00025770385
665	Fast Nearest Neighbor Search in Medical Image Databases	1996	VLDB	0.00018451109
802	Optimal Multi-Step k-Nearest Neighbor Search	1998	SIGMOD	0.00016502317
8,124	S3: Similarity Search in CAD Database Systems	1997	SIGMOD	4.5801104e-05
8,201	Efficient Geometry-based Similarity Search of 3D Spatial Databases	1999	SIGMOD	4.5599694e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,522	Efficient and Tunable Similar Set Retrieval	2001	SIGMOD	4.7180617e-05
79	A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces	1998	VLDB	0.00056242144
4,200	New Trends in High-D Vector Similarity Search: AI-driven, Progressive, and Distributed	2021	VLDB	6.3651489e-05
34	Similarity Search in High Dimensions via Hashing	1999	VLDB	0.00076637636
825	Dimensionality Reduction for Similarity Searching in Dynamic Databases	1998	SIGMOD	0.00016228517
12,176	Effective Data Co-Reduction for Multimedia Similarity Search	2011	SIGMOD	4.1945683e-05
3,425	Efficient EMD-based Similarity Search in Multimedia Databases via Flexible Dimensionality Reduction	2008	SIGMOD	7.1077107e-05
8,124	S3: Similarity Search in CAD Database Systems	1997	SIGMOD	4.5801104e-05
5,882	Improving Adaptable Similarity Query Processing by Using Approximations	1998	VLDB	5.2892937e-05
8,201	Efficient Geometry-based Similarity Search of 3D Spatial Databases	1999	SIGMOD	4.5599694e-05