Fast High-Dimensional Data Search in Incomplete Databases
Summary: Two indexing schemes for incomplete, high-dimensional databases: BR-tree (bitstring-augmented R-tree) and MOSAIC (multi one-attribute indexes). BR-tree reduces update/storage costs and is often faster for range queries; MOSAIC excels on point queries and dimension-unrestricted ranges, with both beating exhaustive search. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Beng Chin Ooi
- 2. Cheng Hian Goh
- 3. Kian-Lee Tan
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,727 | GHOST: Fine Granularity Buffering of Index | 1999 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2 | R-Trees: A Dynamic Index Structure For Spatial Searching | 1984 | SIGMOD | 0.0032118946 |
| 6 | The R*-tree: An Efficient and Robust Access Method for Points and Rectangles | 1990 | SIGMOD | 0.0016113151 |
| 24 | The R+-Tree: A Dynamic Index For Multi-Dimensional Objects | 1987 | VLDB | 0.00083300888 |
| 129 | The X-tree: An Index Structure for High-Dimensional Data | 1996 | VLDB | 0.00044255276 |
| 301 | The SR-tree: An Index Structure for High-Dimensional Nearest Neighbor Queries | 1997 | SIGMOD | 0.00028396714 |
| 574 | Distance-Based Indexing For High-Dimensional Metric Spaces | 1997 | SIGMOD | 0.0001987713 |
| 2,331 | Obtaining Complete Answers from Incomplete Databases | 1996 | VLDB | 9.019917e-05 |
| 2,570 | Extensible Buffer Management of Indexes | 1992 | VLDB | 8.5169163e-05 |
| 7,921 | Information Retrieval from an Incomplete Data Cube | 1996 | VLDB | 4.6117701e-05 |
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