6 citations · 11 across the 4 of their papers we have counts for
3 papers · 1 filter
Spectral clustering of time-evolving networks using spatio-temporal random walks
Filip Blašković, Tim O. F. Conrad, Stefan Klus +1
Temporal (or time-evolving) networks provide a natural framework for modeling complex systems with time-dependent interactions, where understanding the evolution of community struc…
Random walk based snapshot clustering for detecting community dynamics in temporal networks
Filip Blašković, Tim O. F. Conrad, Stefan Klus +1
The evolution of many dynamical systems that describe relationships or interactions between objects can be effectively modeled by temporal networks, which are typically represented…
Clustering Time-Evolving Networks Using the Spatio-Temporal Graph Laplacian
Maia Trower, Nataša Djurdjevac Conrad, Stefan Klus
Time-evolving graphs arise frequently when modeling complex dynamical systems such as social networks, traffic flow, and biological processes. Developing techniques to identify and…