1 code implementation • Information Sciences 2023 • Manuel Curado, Leandro Tortosa, Jose F. Vicent
To validate the effectiveness of the proposed centrality measure, it is compared with classic measures, such as Degree, Closeness, Betweenness, PageRank, and other measures based on the gravity model, effective distance and community-aware approaches.
Approximating Betweenness-Centrality ranking Node Classification
no code implementations • 21 Mar 2017 • Marco Fiorucci, Alessandro Torcinovich, Manuel Curado, Francisco Escolano, Marcello Pelillo
In this paper we analyze the practical implications of Szemer\'edi's regularity lemma in the preservation of metric information contained in large graphs.