Mining Attribute-structure Correlated Patterns in Large Attributed Graphs
Summary: Structural correlation pattern mining links attribute sets to dense subgraphs in large attributed graphs. It blends frequent itemset and quasi-clique ideas, uses null-model significance tests, and pruning-driven search, with evaluation on three real-world attributed graphs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Arlei Silva
- 2. Wagner Meira Jr.
- 3. Mohammed J. Zaki
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,955 | Horton+: A Distributed System for Processing Declarative Reachability Queries over Partitioned Graphs | 2013 | VLDB | 5.8057282e-05 |
| 8,209 | Mining Top-k Pairs of Correlated Subgraphs in a Large Network | 2020 | VLDB | 4.5537353e-05 |
| 11,783 | Building Structured Databases of Factual Knowledge from Massive Text Corpora | 2017 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010863639 |
| 57 | Discovering Large Dense Subgraphs in Massive Graphs | 2005 | VLDB | 0.00065421423 |
| 313 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.0002809849 |
| 2,930 | Assessing and Ranking Structural Correlations in Graphs | 2011 | SIGMOD | 7.8790753e-05 |
| 5,158 | Towards Proximity Pattern Mining in Large Graphs | 2010 | SIGMOD | 5.6510256e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,321 | Mining Top-K Large Structural Patterns in a Massive Network | 2011 | VLDB | 6.2821897e-05 |
| 5,447 | Output Space Sampling for Graph Patterns | 2009 | VLDB | 5.498563e-05 |
| 313 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.0002809849 |
| 5,158 | Towards Proximity Pattern Mining in Large Graphs | 2010 | SIGMOD | 5.6510256e-05 |
| 1,720 | Mining Significant Graph Patterns by Leap Search | 2008 | SIGMOD | 0.00010757565 |
| 4,713 | Mining Graph Patterns Efficiently via Randomized Summaries | 2009 | VLDB | 5.9694403e-05 |
| 816 | GraphMiner: A Structural Pattern-Mining System for Large Disk-based Graph Databases and Its Applications | 2005 | SIGMOD | 0.00016287952 |
| 2,810 | A Model-based Approach to Attributed Graph Clustering | 2012 | SIGMOD | 8.085151e-05 |
| 4,092 | On Dense Pattern Mining in Graph Streams [Extended Abstract] | 2010 | VLDB | 6.4525563e-05 |
| 8,209 | Mining Top-k Pairs of Correlated Subgraphs in a Large Network | 2020 | VLDB | 4.5537353e-05 |