Fast Computation of Eigenvector Centralities for Multilayer Networks with Nonnegative Tensor Train

Elena M. Shcherbakova, Francesco Tudisco, Eugene E. Tyrtyshnikov
Lobachevskii J. Mathematics, 46 : 3804--3814 (2025)
doi

Generalized Friendship Paradoxes in Network Science

Desmond J. Higham, Francesco Hrobat, Francesco Tudisco
preprint, (2025)
arxiv

Node and Edge Eigenvector Centrality for Hypergraphs

Francesco Tudisco, Desmond J. Higham
Communications Physics, 4:201 (2021)
doi-open arxiv code

A framework for second order eigenvector centralities and clustering coefficients

Francesca Arrigo, Desmond J. Higham, Francesco Tudisco
Proceedings Royal Society A, 476 : 20190724 (2020)
arxiv doi-open code

Multi-Dimensional, Multilayer, Nonlinear and Dynamic HITS

Francesca Arrigo, Francesco Tudisco
In: SIAM International Conference on Data Mining, : 369--377 (2019)
doi arxiv code

Node and layer eigenvector centralities for multiplex networks

Francesco Tudisco, Francesca Arrigo, Antoine Gautier
SIAM J. Applied Mathematics, 78 : 853--876 (2018)
doi arxiv code

On the stability of network indices defined by means of matrix functions

Stefano Pozza, Francesco Tudisco
SIAM J. Matrix Analysis Appl., 39 : 1521--1546 (2018)
doi arxiv