389 citations · 1.1k across the 26 of their papers we have counts for
4 papers · 1 filter
A Higher-Order Temporal H-Index for Evolving Networks
Lutz Oettershagen, Nils M. Kriege, Petra Mutzel
The H-index of a node in a static network is the maximum value such that at least of its neighbors have a degree of at least . Recently, a generalized version, the -t…
A Temporal Graphlet Kernel for Classifying Dissemination in Evolving Networks
Lutz Oettershagen, Nils M. Kriege, Claude Jordan +1
We introduce the \emph{temporal graphlet kernel} for classifying dissemination processes in labeled temporal graphs. Such dissemination processes can be spreading (fake) news, infe…
Temporal Walk Centrality: Ranking Nodes in Evolving Networks
Lutz Oettershagen, Petra Mutzel, Nils M. Kriege
We propose the Temporal Walk Centrality, which quantifies the importance of a node by measuring its ability to obtain and distribute information in a temporal network. In contrast…
Temporal Graph Kernels for Classifying Dissemination Processes
Lutz Oettershagen, Nils M. Kriege, Christopher Morris +1
Many real-world graphs or networks are temporal, e.g., in a social network persons only interact at specific points in time. This information directs dissemination processes on the…