Adaptable Similarity Search using Non-Relevant Information
Summary: Robust adaptive similarity search that incorporates non-relevant feedback to prune the candidate space. Hyperplane decision surface, normal to the min-distance from non-relevant points to the convex hull of relevant points, splits space into relevant/non-relevant regions to guide ranking; validated on simulated and benchmark data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ashwin T.V.
- 2. Rahul Gupta
- 3. Sugata Ghosal
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,007 | Qcluster: Relevance Feedback Using Adaptive Clustering for Content-Based Image Retrieval | 2003 | SIGMOD | 4.4066007e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 999 | Similarity-Based Queries for Time Series Data | 1997 | SIGMOD | 0.00014726031 |
| 1,613 | MindReader: Querying databases through multiple examples | 1998 | VLDB | 0.00011141103 |
| 2,285 | Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data | 2001 | SIGMOD | 9.1097273e-05 |
| 5,889 | Improving Adaptable Similarity Query Processing by Using Approximations | 1998 | VLDB | 5.2842168e-05 |
| 8,127 | Similarity Search for Adaptive Ellipsoid Queries Using Spatial Transformation | 2001 | VLDB | 4.5757206e-05 |
| 8,128 | S3: Similarity Search in CAD Database Systems | 1997 | SIGMOD | 4.5757206e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,549 | Fast Parallel Similarity Search in Multimedia Databases | 1997 | SIGMOD | 6.9792126e-05 |
| 9,288 | Adaptive Indexing in High-Dimensional Metric Spaces | 2023 | VLDB | 4.3589837e-05 |
| 7,106 | Efficient Similarity Join and Search on Multi-Attribute Data | 2015 | SIGMOD | 4.8250163e-05 |
| 12,143 | Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions | 2012 | VLDB | 4.1905499e-05 |
| 710 | Efficient Similarity Search and Classification via Rank Aggregation | 2003 | SIGMOD | 0.00017727016 |
| 7,521 | Efficient and Tunable Similar Set Retrieval | 2001 | SIGMOD | 4.7135369e-05 |
| 6,173 | Similarity Search: A Matching Based Approach | 2006 | VLDB | 5.1684255e-05 |
| 5,889 | Improving Adaptable Similarity Query Processing by Using Approximations | 1998 | VLDB | 5.2842168e-05 |
| 8,645 | A Non-Linear Dimensionality-Reduction Technique for Fast Similarity Search in Large Databases | 2006 | SIGMOD | 4.4725847e-05 |
| 1,755 | Efficient User-Adaptable Similarity Search in Large Multimedia Databases | 1997 | VLDB | 0.00010661725 |