205 citations · 984 across the 21 of their papers we have counts for
6 papers · 1 filter
Clustering assortativity, communities and functional modules in real-world networks
Lovro Šubelj, Marko Bajec
Complex networks of real-world systems are believed to be controlled by common phenomena, producing structures far from regular or random. Clustering, community structure and assor…
Generalized network community detection
Lovro Šubelj, Marko Bajec
Community structure is largely regarded as an intrinsic property of complex real-world networks. However, recent studies reveal that networks comprise even more sophisticated modul…
Robust network community detection using balanced propagation
Lovro Šubelj, Marko Bajec
Label propagation has proven to be an extremely fast method for detecting communities in large complex networks. Furthermore, due to its simplicity, it is also currently one of the…
Ubiquitousness of link-density and link-pattern communities in real-world networks
Lovro Šubelj, Marko Bajec
Community structure appears to be an intrinsic property of many complex real-world networks. However, recent work shows that real-world networks reveal even more sophisticated modu…
Unfolding network communities by combining defensive and offensive label propagation
Lovro Šubelj, Marko Bajec
Label propagation has proven to be a fast method for detecting communities in complex networks. Recent work has also improved the accuracy and stability of the basic algorithm, how…
Unfolding communities in large complex networks: Combining defensive and offensive label propagation for core extraction
Lovro Šubelj, Marko Bajec
Label propagation has proven to be a fast method for detecting communities in large complex networks. Recent developments have also improved the accuracy of the approach, however,…