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2024

Arrigo, Francesca and Higham, Desmond J. and Noferini, Vanni and Wood, Ryan (2024) Weighted enumeration of nonbacktracking walks on weighted graphs. SIAM Journal on Matrix Analysis and Applications, 45 (1). pp. 397-418. ISSN 0895-4798

2022

Arrigo, Francesca and Higham, Desmond J. and Noferini, Vanni and Wood, Ryan (2022) Dynamic Katz and related network measures. Linear Algebra and its Applications, 655. pp. 159-185. ISSN 0024-3795

2021

Arrigo, Francesca and Durastante, Fabio (2021) Mittag-Leffler functions and their applications in network science. SIAM Journal on Matrix Analysis and Applications, 42 (4). 1581 - 1601. ISSN 0895-4798

Arrigo, F. and Higham, D. J. and Noferini, V. (2021) A theory for backtrack-downweighted walks. SIAM Journal on Matrix Analysis and Applications, 42 (3). ISSN 0895-4798

2020

Arrigo, Francesca and Higham, Desmond and Tudisco, Francesco (2020) A framework for second order eigenvector centralities and clustering coefficients. Proceedings of the Royal Society A: Mathematical Physical and Engineering Sciences, 476 (2236). ISSN 1471-2962

Arrigo, Francesca and Higham, Desmond J. and Noferini, Vanni (2020) Beyond non-backtracking : non-cycling network centrality measures. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 476 (2235). 20190653. ISSN 1471-2962

2019

Arrigo, Francesca and Higham, Desmond J. and Noferini, Vanni (2019) Non-backtracking PageRank. Journal of Scientific Computing, 80 (3). pp. 1419-1437. ISSN 0885-7474

Arrigo, Francesca and Higham, Desmond J. and Noferini, Vanni (2019) Non-backtracking alternating walks. SIAM Journal on Applied Mathematics, 79 (3). 781–801. ISSN 1095-712X

Arrigo, Francesca and Tudisco, Francesco; (2019) Multi-dimensional, multilayer, nonlinear and dynamic HITS. In: SIAM International Conference on Data Mining, SDM 2019. SIAM, CAN, pp. 369-377. ISBN 9781611975673

2018

Arrigo, Francesca and Grindrod, Peter and Higham, Desmond J. and Noferini, Vanni (2018) On the exponential generating function for non-backtracking walks. Linear Algebra and its Applications, 556. pp. 381-399. ISSN 0024-3795

Tudisco, Francesco and Arrigo, Francesca and Gautier, Antoine (2018) Node and layer eigenvector centralities for multiplex networks. SIAM Journal on Applied Mathematics, 78 (2). 853–876. ISSN 1095-712X

2017

Arrigo, Francesca and Grindrod, Peter and Higham, Desmond J. and Noferini, Vanni (2017) Non-backtracking walk centrality for directed networks. Journal of Complex Networks. ISSN 2051-1329

Arrigo, Francesca and Higham, Desmond J. (2017) Sparse matrix computations for dynamic network centrality. Applied Network Science, 2. 17. ISSN 2364-8228

2016

Arrigo, Francesca and Higham, Desmond J.; Cherifi, Hocine and Gaito, Sabrina and Quattrociocchi, Walter and Sala, Alessandra, eds. (2016) Preserving sparsity in dynamic network computation. In: Complex Networks & Their Applications V. Studies in Computational Intelligence, 693 . Springer, ITA, pp. 147-157. ISBN 9783319509013

Arrigo, Francesca and Benzi, Michele and Fenu, Caterina (2016) Computation of generalized matrix functions. SIAM Journal on Matrix Analysis and Applications, 37 (3). 836–860. ISSN 0895-4798

Arrigo, Francesca and Benzi, Michele (2016) Edge modification criteria for enhancing the communicability of digraphs. SIAM Journal on Matrix Analysis and Applications, 37 (1). pp. 443-468. ISSN 0895-4798

Arrigo, Francesca and Benzi, Michele (2016) Updating and downdating techniques for optimizing network communicability. SIAM Journal on Scientific Computing, 38 (1). B25-B49. ISSN 1064-8275

2015

Estrada, Ernesto and Arrigo, Francesca (2015) Predicting triadic closure in networks using communicability distance functions. SIAM Journal on Applied Mathematics, 75 (4). pp. 1725-1744. ISSN 1095-712X