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2021

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

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).

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 0036-1399

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 0036-1399

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 0036-1399