activity
20092015
most citedFinding overlapping communities in networks by label propagation

809 citations · 1.3k across the 11 of their papers we have counts for

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Showing physics.soc-phShow all

6 papers · 1 filter

physics.soc-ph2013★ 26 cited

Efficient local behavioral change strategies to reduce the spread of epidemics in networks

Yilei Bu, Steve Gregory, Harriet L. Mills

It has recently become established that the spread of infectious diseases between humans is affected not only by the pathogen itself but also by changes in behavior as the populati…

physics.soc-ph2012★ 40 cited

Detecting Communities in Networks by Merging Cliques

Bowen Yan, Steve Gregory

Many algorithms have been proposed for detecting disjoint communities (relatively densely connected subgraphs) in networks. One popular technique is to optimize modularity, a measu…

physics.soc-ph2012★ 34 cited

Detecting community structure in networks using edge prediction methods

Bowen Yan, Steve Gregory

Community detection and edge prediction are both forms of link mining: they are concerned with discovering the relations between vertices in networks. Some of the vertex similarity…

physics.soc-ph2011★ 9 cited

Ordered community structure in networks

Steve Gregory

Community structure in networks is often a consequence of homophily, or assortative mixing, based on some attribute of the vertices. For example, researchers may be grouped into co…

physics.soc-ph2010★ 135 cited

Fuzzy overlapping communities in networks

Steve Gregory

Networks commonly exhibit a community structure, whereby groups of vertices are more densely connected to each other than to other vertices. Often these communities overlap, such t…

physics.soc-ph2009★ 809 cited

Finding overlapping communities in networks by label propagation

Steve Gregory

We propose an algorithm for finding overlapping community structure in very large networks. The algorithm is based on the label propagation technique of Raghavan, Albert, and Kumar…