Edinburgh Research Explorer

Prof Desmond Higham

Professor of Numerical Analysis

  1. 2020
  2. A framework for second-order eigenvector centralities and clustering coefficients

    Arrigo, F., Higham, D. & Tudisco, F., 10 Mar 2020, In : Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 21 p.

    Research output: Contribution to journalArticle

  3. A Network Model for Polarization of Political Opinion

    Mantzaris, A. & Higham, D., 7 Mar 2020, (Accepted/In press) In : Chaos. 25 p.

    Research output: Contribution to journalArticle

  4. Beyond non-backtracking: Non-cycling network centrality measures

    Arrigo, F., Noferini, V. & Higham, D., 12 Feb 2020, (Accepted/In press) In : Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 28 p.

    Research output: Contribution to journalArticle

  5. 2019
  6. Deep learning: an introduction for applied mathematicians

    Higham, C. F. & Higham, D. J., 6 Nov 2019, In : Siam review. 61, 4, p. 860-891 32 p.

    Research output: Contribution to journalArticle

  7. Non-backtracking PageRank

    Arrigo, F., Higham, D. & Noferini, V., 30 Sep 2019, In : Journal of Scientific Computing. 80, 3, p. 1419-1437 19 p.

    Research output: Contribution to journalArticle

  8. A fast and robust kernel optimization method for core--periphery detection in directed and weighted graphs

    Tudisco, F. & Higham, D., 23 Sep 2019, In : Applied Network Science. 13 p.

    Research output: Contribution to journalArticle

  9. Non-Backtracking Alternating Walks

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

    Research output: Contribution to journalArticle

  10. A nonlinear spectral method for core-periphery detection in networks

    Higham, D. & Tudisco, F., 11 Apr 2019, In : SIAM Journal on Mathematics of Data Science. 1, 2, p. 269-292 24 p., 1.

    Research output: Contribution to journalArticle

  11. On constrained Langevin equations and (bio)chemical reaction networks

    Anderson, D. F., Higham, D. J., Leite, S. C. & Williams, R. J., 3 Jan 2019, In : Multiscale Modeling and Simulation. 17, 1, p. 1-30 30 p.

    Research output: Contribution to journalArticle

  12. 2018
  13. Centrality-friendship paradoxes: when our friends are more important than us

    Higham, D. J., 23 Nov 2018, In : Journal for Complex Networks.

    Research output: Contribution to journalArticle

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