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Catherine Matias

2 papers hereh-index 15 citations4 works total

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author position
  • sole author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.SI1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

most citedComparison of modularity-based approaches for nodes clustering in hypergraphs

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

stat.AP2026

A statistical perspective on higher-order interactions modeling

Catherine Matias

Modeling higher-order interactions (HOI) has emerged as a crucial challenge in complex systems analysis, as many phenomena cannot be fully captured by pairwise relationships alone.…

cs.SI2024★ 1 cited

Comparison of modularity-based approaches for nodes clustering in hypergraphs

Veronica Poda, Catherine Matias

Statistical analysis and node clustering in hypergraphs constitute an emerging topic suffering from a lack of standardization. In contrast to the case of graphs, the concept of nod…

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