52 citations · 63 across the 4 of their papers we have counts for
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physics.soc-ph2023★ 7 cited
Cross-validation of correlation networks using modular structure
Magnus Neuman, Viktor Jonsson, Joaquín Calatayud +1
Correlation networks derived from multivariate data appear in many applications across the sciences. These networks are usually dense and require sparsification to detect meaningfu…
physics.soc-ph2019★ 52 cited
Exploring the solution landscape enables more reliable network community detection
Joaquín Calatayud, Rubén Bernardo-Madrid, Magnus Neuman +2
To understand how a complex system is organized and functions, researchers often identify communities in the system's network of interactions. Because it is practically impossible…