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Research Output 2016 2019

  • 6 Article
  • 2 Conference contribution book
2019
2 Citations (Scopus)

Multi-dimensional, multilayer, nonlinear and dynamic HITS

Arrigo, F. & Tudisco, F., 4 May 2019, SIAM International Conference on Data Mining, SDM 2019. Philadelphia, PA, p. 369-377 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Multilayers
Eigenvalues and eigenfunctions
Experiments

Non-backtracking alternating walks

Arrigo, F., Higham, D. J. & Noferini, V., 9 May 2019, In : SIAM Journal on Applied Mathematics . 79, 3, p. 781–801 21 p.

Research output: Contribution to journalArticle

Open Access
File
Directed graphs
Walk
Costs
Power Series Expansion
Recursive Formula

Non-backtracking PageRank

Arrigo, F., Higham, D. J. & Noferini, V., 15 Sep 2019, In : Journal of Scientific Computing. 80, 3, p. 1419-1437 19 p.

Research output: Contribution to journalArticle

Open Access
File
PageRank
Random walk
Line Graph
Sparsity
Undirected Graph
2018
10 Citations (Scopus)

Node and layer eigenvector centralities for multiplex networks

Tudisco, F., Arrigo, F. & Gautier, A., 20 Mar 2018, In : SIAM Journal on Applied Mathematics . 78, 2, p. 853–876 24 p.

Research output: Contribution to journalArticle

Open Access
File
Centrality
Eigenvalues and eigenfunctions
Eigenvector
Vertex of a graph
Network layers
2 Citations (Scopus)

On the exponential generating function for non-backtracking walks

Arrigo, F., Grindrod, P., Higham, D. J. & Noferini, V., 1 Nov 2018, In : Linear Algebra and its Applications. 556, p. 381-399 19 p.

Research output: Contribution to journalArticle

Open Access
File
Exponential Generating Function
Exponential functions
Centrality
Walk
Star Graph
2017
5 Citations (Scopus)

Non-backtracking walk centrality for directed networks

Arrigo, F., Grindrod, P., Higham, D. J. & Noferini, V., 24 Jul 2017, In : Journal of Complex Networks. 24 p.

Research output: Contribution to journalArticle

Open Access
File
Directed Network
Centrality
Walk
Attenuation
Eliminate
1 Citation (Scopus)

Sparse matrix computations for dynamic network centrality

Arrigo, F. & Higham, D. J., 24 Jun 2017, In : Applied Network Science. 2, 19 p., 17.

Research output: Contribution to journalArticle

Open Access
File
Matrix Computation
Centrality
Dynamic Networks
Sparse matrix
Pairwise
2016
1 Citation (Scopus)

Preserving sparsity in dynamic network computation

Arrigo, F. & Higham, D. J., 30 Nov 2016, Complex Networks & Their Applications V: Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016). Cherifi, H., Gaito, S., Quattrociocchi, W. & Sala, A. (eds.). Cham: Springer, Vol. 693. p. 147-157 11 p. (Studies in Computational Intelligence; vol. 693).

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Costs