Name
Abstract | ||
|---|---|---|
Graphs appear in several settings, like social networks, rec- ommendation systems, computer communication networks, gene/protein biological networks, among others. A deep, re- curring question is "What do real graphs look like?" That is, how can we separate real ones from synthetic or real graphs with masked portions? The main contribution of this pa- per is ShatterPlots, a simple and powerful algorithm to ex- tract patterns from real graphs that help us spot fake/masked graphs. |
Year | Venue | Keywords |
|---|---|---|
2009 | SDM | biological network,social network |
Field | DocType | Citations |
Network science,Recommender system,Computer science,Biological network,Evolving networks,Network simulation,Complex network,Artificial intelligence,Discriminative model,Machine learning,Computer network programming | Conference | 3 |
PageRank | References | Authors |
0.48 | 24 | 6 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ana Paula Appel | 1 | 130 | 13.31 |
| Deepayan Chakrabarti | 2 | 2624 | 175.06 |
| Christos Faloutsos | 3 | 27972 | 4490.38 |
| Ravi Kumar | 4 | 13932 | 1642.48 |
| Jure Leskovec | 5 | 18769 | 886.50 |
| Andrew Tomkins | 6 | 9388 | 1401.23 |