LIBKDV: A Versatile Kernel Density Visualization Library for Geospatial Analytics
Summary: LIBKDV: a versatile kernel density visualization library for geospatial analytics. Complexity-optimized algorithms enable high-resolution KDV on large-scale data, accelerating computation and enabling bandwidth-tuning and spatiotemporal analyses beyond existing tools. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Tsz Nam Chan
- 2. Pak Lon Ip
- 3. Kaiyan Zhao
- 4. Leong Hou U
- 5. Byron Choi
- 6. Jianliang Xu
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,490 | Fast Network K-function-based Spatial Analysis | 2022 | VLDB | 5.3246578e-05 |
| 11,005 | LION: Fast and High-Resolution Network Kernel Density Visualization | 2024 | VLDB | 5.1725247e-05 |
| 11,131 | LARGE: A Length-Aggregation-based Grid Structure for Line Density Visualization | 2024 | VLDB | 5.1725247e-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 |
|---|---|---|---|---|
| 2,745 | QUAD: Quadratic-Bound-based Kernel Density Visualization | 2020 | SIGMOD | 8.2372215e-05 |
| 9,494 | KDV-Explorer: A Near Real-Time Kernel Density Visualization System for Spatial Analysis | 2021 | VLDB | 5.3246578e-05 |
| 11,336 | SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization | 2022 | SIGMOD | 5.1725247e-05 |
| 11,420 | SAFE: A Share-and-Aggregate Bandwidth Exploration Framework for Kernel Density Visualization | 2022 | VLDB | 5.1725247e-05 |
| 11,424 | SWS: A Complexity-Optimized Solution for Spatial-Temporal Kernel Density Visualization | 2022 | VLDB | 5.1725247e-05 |
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