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)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Tsz Nam Chan (Hong Kong Baptist University)
- 2. Pak Lon Ip (University of Macau)
- 3. Kaiyan Zhao (University of Macau)
- 4. Leong Hou U (University of Macau)
- 5. Byron Choi (Hong Kong Baptist University)
- 6. Jianliang Xu (Hong Kong Baptist University)
BibTeX Citation
@article{chan_vldb22,
title = {{LIBKDV: A Versatile Kernel Density Visualization Library for Geospatial Analytics}},
author = {Chan, Tsz Nam and Ip, Pak Lon and Zhao, Kaiyan and U, Leong Hou and Choi, Byron and Xu, Jianliang},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {12},
pages = {3606--3609},
doi = {10.14778/3554821.3554855},
url = {https://doi.org/10.14778/3554821.3554855},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,632 | Fast Network K-function-based Spatial Analysis | 2022 | VLDB | 5.2434488e-05 |
| 11,213 | LION: Fast and High-Resolution Network Kernel Density Visualization | 2024 | VLDB | 5.093636e-05 |
| 11,334 | LARGE: A Length-Aggregation-based Grid Structure for Line Density Visualization | 2024 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 9,636 | KDV-Explorer: A Near Real-Time Kernel Density Visualization System for Spatial Analysis | 2021 | VLDB | 5.2434488e-05 |
| 11,533 | SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization | 2022 | SIGMOD | 5.093636e-05 |
| 11,615 | SAFE: A Share-and-Aggregate Bandwidth Exploration Framework for Kernel Density Visualization | 2022 | VLDB | 5.093636e-05 |
| 11,619 | SWS: A Complexity-Optimized Solution for Spatial-Temporal Kernel Density Visualization | 2022 | VLDB | 5.093636e-05 |
| 11,755 | QUAD: Quadratic-Bound-based Kernel Density Visualization | 2020 | SIGMOD | 5.093636e-05 |
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