Universal Indexing of Arbitrary Similarity Models

Summary: SIMDEX automatically discovers indexing strategies for arbitrary similarity models, including nonmetric ones, rather than assuming a metric space. It incrementally explores candidate techniques and empirically outperforms established similarity-search indexes. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 10811
Venue: VLDB
Year: 2013
Pagerank: -
Overall Rank: 13,652 | 6.34%
DOI: 10.14778/2536274.2536324

Incoming Non-self Citations Over Time

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

Authors

1. Tomáš Bartoš (Charles University in Prague)

BibTeX Citation

@article{bartos_vldb13,
        title = {{Universal Indexing of Arbitrary Similarity Models}},
        author = {Bartoš, Tomáš},
        journal = {PVLDB},
        series = {{VLDB} '13},
        volume = {6},
        number = {12},
        pages = {1392--1395},
        doi = {10.14778/2536274.2536324},
        url = {https://doi.org/10.14778/2536274.2536324},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	9,964	DIDS: Double Indices and Double Summarizations for Fast Similarity Search	2024	VLDB
2	12,923	A Multi-Similarity Algebra	1998	SIGMOD
3	2,519	Similarity search in the blink of an eye with compressed indices	2023	VLDB
4	9,334	Adaptive Indexing in High-Dimensional Metric Spaces	2023	VLDB
5	8,655	A Non-Linear Dimensionality-Reduction Technique for Fast Similarity Search in Large Databases	2006	SIGMOD
6	4,627	Pivot-based Metric Indexing	2017	VLDB
7	12,442	SimDB: A Similarity-aware Database System	2010	SIGMOD
8	10,447	Efficient and Robust Out-Of-Distribution Vector Similarity Search with Cross-Distribution Monotonic Graph	2026	SIGMOD
9	8,178	Adaptable Similarity Search using Non-Relevant Information	2002	VLDB
10	7,942	Efficient and Tunable Similar Set Retrieval	2001	SIGMOD