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The R+-Tree: A Dynamic Multi-Dimensional Index for Objects

Summary: Introduces R+-trees, a dynamic multidimensional index that eliminates overlapping rectangles in internal nodes through object duplication/splitting. Detailed search, update, packing, and reorganization algorithms yield up to 50% fewer disk accesses than R-trees. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h9caa095d5ed2fd55
Venue
VLDB
Year
1987
Pagerank
0.00045231517
Overall Rank
44 | 99.71%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{sellis_vldb87,
        title = {{The R+-Tree: A Dynamic Multi-Dimensional Index for Objects}},
        author = {Sellis, Timos and Roussopoulos, Nick and Faloutsos, Christos},
        journal = {PVLDB},
        series = {{VLDB} '87},
        year = {1987}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 98 citing papers.

Rank Citing Paper Year Venue Pagerank
42 Fast Subsequence Matching in Time-Series Databases 1994 SIGMOD 0.00045609336
45 A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces 1998 VLDB 0.00044967652
90 The X-tree: An Index Structure for High-Dimensional Data 1996 VLDB 0.00034749222
210 Generalized Search Trees for Database Systems (Extended Abstract) 1995 VLDB 0.00024910589
282 The SR-tree: An Index Structure for High-Dimensional Nearest Neighbor Queries 1997 SIGMOD 0.00022250557
338 Hilbert R-tree: An Improved R-tree Using Fractals 1994 VLDB 0.0002058961
364 CURE: An Efficient Clustering Algorithm for Large Databases 1998 SIGMOD 0.00019916561
419 PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries 2001 SIGMOD 0.00018558415
463 Query Processing in Spatial Network Databases 2003 VLDB 0.00017806376
481 Fast Time Sequence Indexing for Arbitrary Lp Norms 2000 VLDB 0.00017567157
490 FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets 1995 SIGMOD 0.00017397036
530 Multi-Step Processing of Spatial Joins 1994 SIGMOD 0.00016832286
547 Influence Sets Based on Reverse Nearest Neighbor Queries 2000 SIGMOD 0.00016545689
598 Distance-Based Indexing For High-Dimensional Metric Spaces 1997 SIGMOD 0.00015711108
747 Client-Server Paradise 1994 VLDB 0.00014259869
843 Fast Nearest Neighbor Search in Medical Image Databases 1996 VLDB 0.00013501136
888 Requirements for Science Data Bases and SciDB 2009 CIDR 0.00013213294
930 On Indexing Mobile Objects 1999 PODS 0.00013000067
999 Spatial Hash-Joins 1996 SIGMOD 0.00012590189
1,038 Redundancy in Spatial Databases 1989 SIGMOD 0.00012349149
1,091 Managing Intervals Efficiently in Object-Relational Databases 2000 VLDB 0.0001205609
1,241 Processing Queries By Linear Constraints 1997 PODS 0.00011373551
1,311 Continuous Nearest Neighbor Search 2002 VLDB 0.00011063629
1,445 LISA: A Learned Index Structure for Spatial Data 2020 SIGMOD 0.00010607118
1,468 Implementing Large Production Systems in a DBMS Environment: Concepts and Algorithms 1988 SIGMOD 0.00010540751
1,514 On Two-Dimensional Indexability and Optimal Range Search Indexing (Extended Abstract) 1999 PODS 0.00010391649
1,524 LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index 2016 SIGMOD 0.0001033427
1,594 Efficient Searching with Linear Constraints (Extended Abstract) 1998 PODS 0.00010103178
1,649 Relaxing Join and Selection Queries 2006 VLDB 9.9699016e-05
1,825 Efficient User-Adaptable Similarity Search in Large Multimedia Databases 1997 VLDB 9.5443954e-05
1,884 Effectively Learning Spatial Indices 2020 VLDB 9.422145e-05
1,930 Scalable Sweeping-Based Spatial Join 1998 VLDB 9.3453623e-05
2,029 Optimizing Multidimensional Index Trees for Main Memory Access 2001 SIGMOD 9.1470713e-05
2,069 Path Caching: A Technique for Optimal External Searching (Extended Abstract) 1994 PODS 9.0678883e-05
2,176 Selectivity Estimation in Spatial Databases 1999 SIGMOD 8.9031141e-05
2,368 Spatial Joins Using Seeded Trees 1994 SIGMOD 8.5495935e-05
2,380 Capacity Constrained Assignment in Spatial Databases 2008 SIGMOD 8.5300815e-05
2,400 Parallel R-trees 1992 SIGMOD 8.5059093e-05
2,597 Spatial Joins Using R-trees: Breadth-First Traversal with Global Optimizations 1997 VLDB 8.2212352e-05
2,717 On Effective Multi-Dimensional Indexing for Strings 2000 SIGMOD 8.0808382e-05
2,818 Segment Indexes: Dynamic Indexing Techniques for Multi-Dimensional Interval Data 1991 SIGMOD 7.9536217e-05
2,866 A Demonstration of SpatialHadoop: An Efficient MapReduce Framework for Spatial Data 2013 VLDB 7.9054791e-05
3,112 The DEDALE System for Complex Spatial Queries 1998 SIGMOD 7.6224727e-05
3,131 Size Separation Spatial Join 1997 SIGMOD 7.6016052e-05
3,267 Quadtree and R-tree Indexes in Oracle Spatial: A Comparison using GIS Data 2002 SIGMOD 7.46539e-05
3,354 Topological Relations in the World of Minimum Bounding Rectangles: A Study with R-trees 1995 SIGMOD 7.3666926e-05
3,678 The Priority R-Tree: A Practically Efficient and Worst-Case Optimal R-Tree 2004 SIGMOD 7.0857938e-05
3,870 OODB Indexing by Class-Division 1995 SIGMOD 6.9416637e-05
4,065 Tight bounds for 2-dimensional indexing schemes 1998 PODS 6.8104677e-05
4,170 Analysis of n-dimensional Quadtrees Using the Hausdorff Fractal Dimension 1996 VLDB 6.7515441e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 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 0.0019892478
8 The K-D-B-Tree: A Search Structure for Large Multidimensional Dynamic Indexes 1981 SIGMOD 0.00081207565
102 Spatial Query Processing in an Object-Oriented Database System 1986 SIGMOD 0.00033850505
116 Direct Spatial Search on Pictorial Databases Using Packed R-trees 1985 SIGMOD 0.00031562001
1,869 Analysis Of Object Oriented Spatial Access Methods 1987 SIGMOD 9.4516156e-05
Previous Page 1 / 1 Next

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