SAFE: A Share-and-Aggregate Bandwidth Exploration Framework for Kernel Density Visualization
Summary: SAFE: a share-and-aggregate framework for kernel density visualization that reuses work across bandwidths to speed up multiple KDVs. SAFEall (exact) and SAFEexp (2-approx) support on-the-fly bandwidths, delivering order-of-magnitude speedups on up to 4.33M points with preserved visualization quality. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Tsz Nam Chan
- 2. Pak Lon Ip
- 3. Leong Hou U
- 4. Byron Choi
- 5. Jianliang Xu
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,496 | Fast Network K-function-based Spatial Analysis | 2022 | VLDB | 4.3300131e-05 |
| 11,005 | LION: Fast and High-Resolution Network Kernel Density Visualization | 2024 | VLDB | 4.1905499e-05 |
| 11,131 | LARGE: A Length-Aggregation-based Grid Structure for Line Density Visualization | 2024 | VLDB | 4.1905499e-05 |
| 11,336 | SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization | 2022 | SIGMOD | 4.1905499e-05 |
| 11,397 | LIBKDV: A Versatile Kernel Density Visualization Library for Geospatial Analytics | 2022 | VLDB | 4.1905499e-05 |
| 11,424 | SWS: A Complexity-Optimized Solution for Spatial-Temporal Kernel Density Visualization | 2022 | VLDB | 4.1905499e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next