15 citations · 35 across the 8 of their papers we have counts for
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physics.soc-ph2023★ 5 cited
Community Detection with the Map Equation and Infomap: Theory and Applications
Jelena Smiljanić, Christopher Blöcker, Anton Holmgren +3
Real-world networks have a complex topology comprising many elements often structured into communities. Revealing these communities helps researchers uncover the organizational and…
cs.LG2023
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,…