A Scalable Algorithm for Maximizing Range Sum in Spatial Databases
Summary: ExactMaxRS: external-memory, I/O-optimal MaxRS for spatial DBs, maximizing the sum of weights inside a fixed rectangle. ApproxMaxCRS: circle-approximation with provable bounds; experiments show two orders of magnitude speedup and practical accuracy surpassing theory. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dong-Wan Choi
- 2. Chin-Wan Chung
- 3. Yufei Tao
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,842 | Approximate MaxRS in Spatial Databases | 2013 | VLDB | 6.7082659e-05 |
| 3,909 | Progressive Top-k Subarray Query Processing in Array Databases | 2019 | VLDB | 6.6361093e-05 |
| 6,812 | Efficient Algorithms for Optimal Location Queries in Road Networks | 2014 | SIGMOD | 4.9138023e-05 |
| 7,277 | Retrieving Regions of Interest for User Exploration | 2014 | VLDB | 4.7724354e-05 |
| 7,374 | Towards Best Region Search for Data Exploration | 2016 | SIGMOD | 4.7439891e-05 |
| 8,535 | Finding Attribute-aware Similar Regions for Data Analysis | 2019 | VLDB | 4.4893996e-05 |
| 8,822 | Querying Geo-Textual Data: Spatial Keyword Queries and Beyond | 2016 | SIGMOD | 4.437516e-05 |
| 9,999 | A Bouquet of Results on Maximum Range Sum: General Techniques and Hardness Reductions | 2026 | PODS | 4.1905499e-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 |
|---|---|---|---|---|
| 649 | Progressive Approximate Aggregate Queries with a Multi-Resolution Tree Structure | 2001 | SIGMOD | 0.00018652362 |
| 1,317 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00012615781 |
| 2,696 | On Computing Top-t Most Influential Spatial Sites | 2005 | VLDB | 8.279376e-05 |
| 3,080 | Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor | 2009 | VLDB | 7.5993605e-05 |
| 3,275 | Progressive Computation of the Min-Dist Optimal-Location Query | 2006 | VLDB | 7.288391e-05 |
| 6,214 | New Results on Two-dimensional Orthogonal Range Aggregation in External Memory | 2011 | PODS | 5.1487236e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,810 | Spatial Priority Search: An Access Technique for Scaleless Maps | 1991 | SIGMOD | 4.4399995e-05 |
| 7,277 | Retrieving Regions of Interest for User Exploration | 2014 | VLDB | 4.7724354e-05 |
| 5,955 | Spatial Independent Range Sampling | 2021 | SIGMOD | 5.2539404e-05 |
| 3,080 | Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor | 2009 | VLDB | 7.5993605e-05 |
| 7,374 | Towards Best Region Search for Data Exploration | 2016 | SIGMOD | 4.7439891e-05 |
| 3,336 | Collective Spatial Keyword Queries: A Distance Owner-Driven Approach | 2013 | SIGMOD | 7.2009826e-05 |
| 3,540 | Approximation Techniques for Spatial Data | 2004 | SIGMOD | 6.9922652e-05 |
| 3,275 | Progressive Computation of the Min-Dist Optimal-Location Query | 2006 | VLDB | 7.288391e-05 |
| 9,999 | A Bouquet of Results on Maximum Range Sum: General Techniques and Hardness Reductions | 2026 | PODS | 4.1905499e-05 |
| 3,842 | Approximate MaxRS in Spatial Databases | 2013 | VLDB | 6.7082659e-05 |