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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…
cs.LG2026
Lumbermark: Resistant Clustering by Chopping Up Mutual Reachability Minimum Spanning Trees
Marek Gagolewski
We introduce Lumbermark, a robust divisive clustering algorithm capable of detecting clusters of varying sizes, densities, and shapes. Lumbermark iteratively chops off large limbs…