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LION: Fast and High-Resolution Network Kernel Density Visualization
Summary: LION: algorithmic framework that reduces worst-case time complexity of high-resolution Network Kernel Density Visualization (NKDV) while keeping space complexity unchanged. Outperforms prior ADA approach by 2.86–35.36× on four large location datasets by explicitly optimizing for resolution size.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13372
- Venue
- VLDB
- Year
- 2024
- Pagerank
- 4.1945683e-05
- Overall Rank
- 11,002 | 23.47%
- DOI
-
10.14778/3648160.3648168
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| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 260 |
Fast Exact Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling |
2013 |
SIGMOD |
0.00030040036 |
| 389 |
Query Processing in Spatial Network Databases |
2003 |
VLDB |
0.00024620268 |
| 433 |
Scalable Network Distance Browsing in Spatial Databases |
2008 |
SIGMOD |
0.00023310419 |
| 1,230 |
Graph Indexing of Road Networks for Shortest Path Queries with Label Restrictions |
2011 |
VLDB |
0.00013150837 |
| 1,378 |
A Highway-Centric Labeling Approach for Answering Distance Queries on Large Sparse Graphs |
2012 |
SIGMOD |
0.00012294512 |
| 1,654 |
An Experimental Study on Hub Labeling based Shortest Path Algorithms |
2018 |
VLDB |
0.000109978 |
| 1,690 |
Shortest Path and Distance Queries on Road Networks: Towards Bridging Theory and Practice |
2013 |
SIGMOD |
0.00010904736 |
| 2,535 |
Distance Indexing on Road Networks |
2006 |
VLDB |
8.5864426e-05 |
| 3,313 |
Quality and Efficiency in Kernel Density Estimates for Large Data |
2013 |
SIGMOD |
7.2381634e-05 |
| 3,968 |
QUAD: Quadratic-Bound-based Kernel Density Visualization |
2020 |
SIGMOD |
6.5793715e-05 |
| 4,111 |
Effective Caching of Shortest Paths for Location-Based Services |
2012 |
SIGMOD |
6.4427171e-05 |
| 6,200 |
k-Nearest Neighbors on Road Networks: A Journey in Experimentation and In-Memory Implementation |
2016 |
VLDB |
5.1602201e-05 |
| 6,503 |
Progressive Top-K Nearest Neighbors Search in Large Road Networks |
2020 |
SIGMOD |
5.0357715e-05 |
| 9,495 |
Fast Network K-function-based Spatial Analysis |
2022 |
VLDB |
4.3341665e-05 |
| 9,499 |
KDV-Explorer: A Near Real-Time Kernel Density Visualization System for Spatial Analysis |
2021 |
VLDB |
4.3341665e-05 |
| 11,334 |
SLAM: Efficient Sweep Line Algorithms for Kernel Density Visualization |
2022 |
SIGMOD |
4.1945683e-05 |
| 11,417 |
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2022 |
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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 |
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4.1945683e-05 |
| 13,220 |
LIBKDV: A Versatile Kernel Density Visualization Library for Geospatial Analytics |
2022 |
VLDB |
- |
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