233 citations · 680 across the 5 of their papers we have counts for
5 papers
A sequential algorithm for fast clique percolation
Jussi M. Kumpula, Mikko Kivela, Kimmo Kaski +1
In complex network research clique percolation, introduced by Palla et al., is a deterministic community detection method, which allows for overlapping communities and is purely ba…
Detecting modules in dense weighted networks with the Potts method
Tapio Heimo, Jussi Kumpula, Kimmo Kaski +1
We address the problem of multiresolution module detection in dense weighted networks, where the modular structure is encoded in the weights rather than topology. We discuss a weig…
Emergence of communities in weighted networks
J. M. Kumpula, J. -P. Onnela, J. Saramaki +2
Topology and weights are closely related in weighted complex networks and this is reflected in their modular structure. We present a simple network model where the weights are gene…
Limited resolution and multiresolution methods in complex network community detection
J. M. Kumpula, J. Saramaki, K. Kaski +1
Detecting community structure in real-world networks is a challenging problem. Recently, it has been shown that the resolution of methods based on optimizing a modularity measure o…
Limited resolution in complex network community detection with Potts model approach
Jussi M. Kumpula, Jari Saramaki, Kimmo Kaski +1
According to Fortunato and Barthelemy, modularity-based community detection algorithms have a resolution threshold such that small communities in a large network are invisible. Her…