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SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization
Summary: SLAM: efficient Sweep Line Algorithms for Kernel Density Visualization on million-scale data and high-res grids. RAO yields lowest time complexity; 1–2 order speedups on up to 4.33M points with fast zoom/pan versus state-of-the-art.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6278
- Venue
- SIGMOD
- Year
- 2022
- Pagerank
- 4.1945683e-05
- Overall Rank
- 11,334 | 21.16%
- DOI
-
10.1145/3514221.3517823
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No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 2,094 |
Scalable Sweeping-Based Spatial Join |
1998 |
VLDB |
9.5547223e-05 |
| 3,313 |
Quality and Efficiency in Kernel Density Estimates for Large Data |
2013 |
SIGMOD |
7.2381634e-05 |
| 3,805 |
Approximate MaxRS in Spatial Databases |
2013 |
VLDB |
6.7521192e-05 |
| 3,968 |
QUAD: Quadratic-Bound-based Kernel Density Visualization |
2020 |
SIGMOD |
6.5793715e-05 |
| 4,584 |
Scalable Kernel Density Classification via Threshold-Based Pruning |
2017 |
SIGMOD |
6.0668364e-05 |
| 5,240 |
On Finding Skylines in External Memory |
2011 |
PODS |
5.6104868e-05 |
| 6,154 |
A Forward Scan based Plane Sweep Algorithm for Parallel Interval Joins |
2017 |
VLDB |
5.1815134e-05 |
| 8,546 |
I/O-Efficient Planar Range Skyline and Attrition Priority Queues |
2013 |
PODS |
4.4937074e-05 |
| 9,499 |
KDV-Explorer: A Near Real-Time Kernel Density Visualization System for Spatial Analysis |
2021 |
VLDB |
4.3341665e-05 |
| 11,417 |
SAFE: A Share-and-Aggregate Bandwidth Exploration Framework for Kernel Density Visualization |
2022 |
VLDB |
4.1945683e-05 |
| 11,421 |
SWS: A Complexity-Optimized Solution for Spatial-Temporal Kernel Density Visualization |
2022 |
VLDB |
4.1945683e-05 |
| 11,499 |
Fast Augmentation Algorithms for Network Kernel Density Visualization |
2021 |
VLDB |
4.1945683e-05 |
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