Publications

A theory for backtrack-downweighted walks: Arrigo F, Higham D J, Noferini V; SIAM Journal on Matrix Analysis and Applications Vol 42 (2021); https://doi.org/10.1137/20M1384725
Mittag-Leffler functions and their applications in network science: Arrigo Francesca, Durastante Fabio; SIAM Journal on Matrix Analysis and Applications (2021)
A framework for second order eigenvector centralities and clustering coefficients: Arrigo Francesca, Higham Desmond, Tudisco Francesco; Proceedings of the Royal Society A: Mathematical Physical and Engineering Sciences Vol 476 (2020); https://doi.org/10.1098/rspa.2019.0724
Beyond non-backtracking : non-cycling network centrality measures: Arrigo Francesca, Higham Desmond J, Noferini Vanni; Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences Vol 476 (2020); https://doi.org/10.1098/rspa.2019.0653
Non-backtracking PageRank: Arrigo Francesca, Higham Desmond J, Noferini Vanni; Journal of Scientific Computing Vol 80, pp. 1419-1437 (2019); https://doi.org/10.1007/s10915-019-00981-8
Non-backtracking alternating walks: Arrigo Francesca, Higham Desmond J, Noferini Vanni; SIAM Journal on Applied Mathematics Vol 79, pp. 781–801 (2019); https://doi.org/10.1137/18M1183698

Professional activities

Workshop Walks, Algebra, Combinatorics and Applications: Invited speaker; 25/5/2021
SIAM Conference on Applied Linear Algebra: Invited speaker; 17/5/2021
Invited Seminar at Leeds Applied Nonlinear Dynamics group seminar at the University of Leeds, virtually held on Microsoft Teams: Invited speaker; 23/3/2021
SIAM (Society for Industrial and Applied Mathematics) (External organisation): Advisor; 1/4/2020
Internal Examiner for PhD thesis: Examiner; 9/1/2020
Applied Numerical Mathematics (Journal): Peer reviewer; 2020

Doctoral Training Partnership 2020-2021 University of Strathclyde | Adair, Stephen: Arrigo, Francesca (Principal Investigator) Kleczkowski, Adam (Co-investigator) Adair, Stephen (Research Co-investigator); 01-Jan-2020 - 01-Jan-2024
Don't look back -- non-backtracking walks in complex networks (ECF): Arrigo, Francesca (Principal Investigator); 01-Jan-2019 - 30-Jan-2022

Mathematics and Statistics
Livingstone Tower

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