18 citations · 85 across the 18 of their papers we have counts for
5 papers · 1 filter
Improved Community Detection using Stochastic Block Models
Minhyuk Park, Daniel Wang Feng, Siya Digra +4
Identifying edge-dense communities that are also well-connected is an important aspect of understanding community structure. Prior work has shown that community detection methods c…
Synthetic Networks That Preserve Edge Connectivity
Lahari Anne, The-Anh Vu-Le, Minhyuk Park +2
Since true communities within real-world networks are rarely known, synthetic networks with planted ground truths are valuable for evaluating the performance of community detection…
Improved Community Detection using Stochastic Block Models
Minhyuk Park, Daniel Wang Feng, Siya Digra +3
Community detection approaches resolve complex networks into smaller groups (communities) that are expected to be relatively edge-dense and well-connected. The stochastic block mod…
Well-Connected Communities in Real-World and Synthetic Networks
Minhyuk Park, Yasamin Tabatabaee, Vikram Ramavarapu +7
Integral to the problem of detecting communities through graph clustering is the expectation that they are "well connected". In this respect, we examine five different community de…
AOC; Assembling Overlapping Communities
Akhil Jakatdar, Baqiao Liu, Tandy Warnow +1
Through discovery of meso-scale structures, community detection methods contribute to the understanding of complex networks. Many community finding methods, however, rely on disjoi…