21 citations · 41 across the 2 of their papers we have counts for
5 papers
Annotated Hypergraphs: Models and Applications
Philip Chodrow, Andrew Mellor
Hypergraphs offer a natural modeling language for studying polyadic interactions between sets of entities. Many polyadic interactions are asymmetric, with nodes playing distinctive…
Multi-body Interactions and Non-Linear Consensus Dynamics on Networked Systems
Leonie Neuhäuser, Andrew Mellor, Renaud Lambiotte
Multi-body interactions can reveal higher-order dynamical effects that are not captured by traditional two-body network models. In this work, we derive and analyse models for conse…
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…
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…