157 citations · 279 across the 8 of their papers we have counts for
4 papers · 1 filter
Graph Comparison via the Non-backtracking Spectrum
Andrew Mellor, Angelica Grusovin
The comparison of graphs is a vitally important, yet difficult task which arises across a number of diverse research areas including biological and social networks. There have been…
Event Graphs: Advances and Applications of Second-Order Time-Unfolded Temporal Network Models
Andrew Mellor
Recent advances in data collection and storage have allowed both researchers and industry alike to collect data in real time. Much of this data comes in the form of 'events', or ti…
Analysing Collective Behaviour in Temporal Networks Using Event Graphs and Temporal Motifs
Andrew Mellor
Historically studies of behaviour on networks have focused on the behaviour of individuals (node-based) or on the aggregate behaviour of the entire network. We propose a new method…
The Temporal Event Graph
Andrew Mellor
Temporal networks are increasingly being used to model the interactions of complex systems. Most studies require the temporal aggregation of edges (or events) into discrete time st…