314 citations · 444 across the 20 of their papers we have counts for
3 papers · 1 filter
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks
Christopher Blöcker, Chester Tan, Ingo Scholtes
Community detection is an essential tool for unsupervised data exploration and revealing the organisational structure of networked systems. With a long history in network science,…
A Network Perspective on the Influence of Code Review Bots on the Structure of Developer Collaborations
Leonore Röseler, Ingo Scholtes, Christoph Gote
Background: Despite a growing body of literature on the impact of software bots on open source software development teams, their effects on team communication, coordination, and co…
Higher-Order Patterns Reveal Causal Timescales of Complex Systems
Luka V. Petrović, Anatol Wegner, Ingo Scholtes
The analysis of temporal networks heavily depends on the analysis of time-respecting paths. However, before being able to model and analyze the time-respecting paths, we have to in…