3 papers
cs.SI2026
Generating Synthetic Citation Networks with Communities
Łukasz Brzozowski, Marek Gagolewski, Grzegorz Siudem
Generating realistic synthetic citation, patent, or component dependency networks is essential for benchmarking community detection, graph visualisation, and network data mining al…
physics.soc-ph2025
The Price-Pareto growth model of networks with community structure
Łukasz Brzozowski, Marek Gagolewski, Grzegorz Siudem +1
We introduce a new analytical framework for modelling degree sequences in individual communities of real-world networks, e.g., citations to papers in different fields. Our work is…
cs.SI2023
Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering
Łukasz Brzozowski, Grzegorz Siudem, Marek Gagolewski
Community detection is a critical challenge in analysing real graphs, including social, transportation, citation, cybersecurity, and many other networks. This article proposes thre…