Filter Trees for Managing Spatial Data Over a Range of Size Granularities
Summary: New file organization: Filter Trees for spatial data across granularities; large entities high, small entities low. Hilbert-ordered indexes enable bulk I/O and locality; supports build, range queries, and cross-tree joins; experiments show strong gains. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,184 | On Effective Multi-Dimensional Indexing for Strings | 2000 | SIGMOD | 0.00013442644 |
| 3,462 | Size Separation Spatial Join | 1997 | SIGMOD | 7.0683581e-05 |
| 6,098 | Two-dimensional Substring Indexing | 2001 | PODS | 5.2078399e-05 |
| 6,170 | Spatial Join Selectivity Using Power Laws | 2000 | SIGMOD | 5.1708554e-05 |
| 7,202 | Indexing Methods for Moving Object Databases: Games and Other Applications | 2013 | SIGMOD | 4.7975642e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 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 |
| 27 | Efficient and Effective Clustering Methods for Spatial Data Mining | 1994 | VLDB | 0.00080846213 |
| 147 | Efficient Processing of Spatial Joins Using R-trees | 1993 | SIGMOD | 0.00041201518 |
| 290 | Linear Clustering of Objects with Multiple Attributes | 1990 | SIGMOD | 0.00028845557 |
| 356 | Hilbert R-tree: An Improved R-tree Using Fractals | 1994 | VLDB | 0.00026091196 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,462 | Size Separation Spatial Join | 1997 | SIGMOD | 7.0683581e-05 |
| 1,174 | Spatial Hash-Joins | 1996 | SIGMOD | 0.00013490827 |
| 4,539 | Integration of Spatial Join Algorithms for Processing Multiple Inputs | 1999 | SIGMOD | 6.0982886e-05 |
| 1,605 | Incremental Distance Join Algorithms for Spatial Databases | 1998 | SIGMOD | 0.00011180126 |
| 6,496 | Adaptive Multi-Stage Distance Join Processing | 2000 | SIGMOD | 5.0327729e-05 |
| 7,727 | Processing and Optimization of Multiway Spatial Joins Using R-trees | 1999 | PODS | 4.6616221e-05 |
| 9,769 | Adaptive Indexing of Objects with Spatial Extent | 2023 | VLDB | 4.2815042e-05 |
| 2,905 | Spatial Joins Using R-trees: Breadth-First Traversal with Global Optimizations | 1997 | VLDB | 7.9364369e-05 |
| 147 | Efficient Processing of Spatial Joins Using R-trees | 1993 | SIGMOD | 0.00041201518 |
| 2,673 | Spatial Joins Using Seeded Trees | 1994 | SIGMOD | 8.3323551e-05 |