GMine: A System for Scalable, Interactive Graph Visualization and Mining
Summary: GMine enables interactive visualization of graphs with hundreds of thousands of nodes via hierarchical partitioning and multi-resolution layouts. It also mines target-centered subgraphs, reducing interaction latency and visual clutter for focused exploration. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. José F. Rodrigues Jr. (University of São Paulo)
- 2. Hanghang Tong (Carnegie Mellon University)
- 3. Agma J. M. Traina (University of São Paulo)
- 4. Christos Faloutsos (Carnegie Mellon University)
- 5. Jure Leskovec (Carnegie Mellon University)
BibTeX Citation
@article{jr_vldb06,
title = {{GMine: A System for Scalable, Interactive Graph Visualization and Mining}},
author = {Rodrigues, Jr., José F. and Tong, Hanghang and Traina, Agma J. M. and Faloutsos, Christos and Leskovec, Jure},
journal = {PVLDB},
series = {{VLDB} '06},
pages = {1195--1198},
year = {2006}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,691 | A Flexible Framework for Query-oriented Interactive Community Search | 2025 | VLDB | 5.2351259e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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|---|
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Semantically Similar Papers
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|---|---|---|---|---|
| 1 | 12,963 | GeoMiner: A System Prototype for Spatial Data Mining | 1997 | SIGMOD |
| 2 | 13,898 | GPX: Interactive Mining of Gene Expression Data | 2004 | VLDB |
| 3 | 14,245 | MineSet: A System for High-End Data Mining and Visualization | 1996 | VLDB |
| 4 | 9,685 | GARUDA: A System for Large-Scale Mining of Statistically Significant Connected Subgraphs | 2016 | VLDB |
| 5 | 4,581 | Mining Graph Patterns Efficiently via Randomized Summaries | 2009 | VLDB |
| 6 | 5,197 | Scalable Mining of Maximal Quasi-Cliques: An Algorithm-System Codesign Approach | 2021 | VLDB |
| 7 | 2,709 | GraphMiner: A Structural Pattern-Mining System for Large Disk-based Graph Databases and Its Applications | 2005 | SIGMOD |
| 8 | 6,961 | GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra | 2021 | VLDB |
| 9 | 1,085 | GraMI: Frequent Subgraph and Pattern Mining in a Single Large Graph | 2014 | VLDB |
| 10 | 10,010 | Large Scale Graph Mining with G-Miner | 2019 | SIGMOD |