Francesco Tudisco

Associate Professor (Reader) in Machine Learning

School of Mathematics, The University of Edinburgh
The Maxwell Institute for Mathematical Sciences
School of Mathematics, Gran Sasso Science Institute JCMB, King’s Buildings, Edinburgh EH93FD UK
email: f dot tudisco at ed.ac.uk

Keyword: Community Detection

Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent

Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
EURO Journal on Computational Optimization, (2023)
arxiv doi code

A Variance-aware Multiobjective Louvain-like Method for Community Detection in Multiplex Networks

Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Journal of Complex Networks, (2022)
arxiv doi code

Total variation based community detection using a nonlinear optimization approach

Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
SIAM J Applied Mathematics, 80 : 1392--1419 (2020)
doi arxiv code

Modularity bounds for clusters located by leading eigenvectors of the normalized modularity matrix

Dario Fasino, Francesco Tudisco
Journal of Mathematical Inequalities, 11 : 701--714 (2017)
doi arxiv

A modularity based spectral method for simultaneous community and anti-community detection

Dario Fasino, Francesco Tudisco
Linear Algebra and its Applications, 542 : 605--623 (2018)
doi arxiv

Community detection in networks via nonlinear modularity eigenvectors

Francesco Tudisco, Pedro Mercado, Matthias Hein
SIAM J. Applied Mathematics, 78 : 2393--2419 (2018)
doi arxiv

Localization of dominant eigenpairs and planted communities by means of Frobenius inner products

Dario Fasino, Francesco Tudisco
Czechoslovak Mathematical Journal, 66 : 881--893 (2016)
doi arxiv special issue

Generalized modularity matrices

Dario Fasino, Francesco Tudisco
Linear Algebra and its Applications, 502 : 327--345 (2016)
doi arxiv

An algebraic analysis of the graph modularity

Dario Fasino, Francesco Tudisco
SIAM J. Matrix Analysis and Applications, 35 : 997--1018 (2014)
doi arxiv