Concepedia

Spectral Centrality

Spectral Centrality is a network centrality measure that identifies the importance of nodes based on the principal eigenvector of the network's adjacency matrix, thereby capturing influence through the global structure of the network.

10

Publications

528

Citations

25

Authors

17

Institutions

Publications per year

2017–2026

3

Variants

Eigenvector Centrality

Parents

Publications

10

Spectral centrality measures in complex networks

Nicola Perra, Santo Fortunato · Physical Review E · 2008 · 155 citations · Full text

, , +13

Node and Edge Eigenvector Centrality for Hypergraphs

Francesco Tudisco, Desmond J. Higham · Edinburgh Research Explorer · 2021 · 81 citations · Full text

, , +15

Controlling centrality in complex networks

Vincenzo Nicosia, Regino Criado, Miguel Romance et al. · Scientific Reports · 2012 · 78 citations · Full text

, , +14

Optimal information dissemination in epidemic networks

Faryad Darabi Sahneh, Caterina Scoglio · 2012 · 51 citations

, , +16

Beyond ranking nodes: Predicting epidemic outbreak sizes by network centralities

Doina Bucur, Petter Holme · PLoS Computational Biology · 2020 · 42 citations · Full text

, , +12

1–5 of 10

Authors

25

  1. GZ
    Guyu Zhao

    Yanshan University, China

    1 publications · 14 citations

    1

    h-index

  2. DJ
    Desmond J. Higham

    University of Strathclyde, United Kingdom

    1 publications · 81 citations

    1

    h-index

  3. FT
    Francesco Tudisco

    Gran Sasso Science Institute, Italy

    1 publications · 81 citations

    1

    h-index

  4. VN
    Vincenzo Nicosia

    Queen Mary University of London, United Kingdom

    1 publications · 78 citations

    1

    h-index

  5. SF
    Santo Fortunato

    Institute for Scientific Interchange, Italy

    1 publications · 155 citations

    1

    h-index

1–5 of 25

Institutions

17

  1. University of Edinburgh

    Edinburgh, United Kingdom

    1 h-index

    1 publications

    81 citations

  2. University of Milano-Bicocca

    Milan, Italy

    1 h-index

    2 publications

    74 citations

  3. Tokyo Institute of Technology

    Tokyo, Japan

    1 h-index

    1 publications

    42 citations

  4. Gran Sasso Science Institute

    L’Aquila, Italy

    1 h-index

    1 publications

    81 citations

  5. University of Catania

    Catania, Italy

    1 h-index

    3 publications

    234 citations

  6. University of Ljubljana

    Ljubljana, Slovenia

    1 h-index

    2 publications

    68 citations

  7. University of Twente

    Enschede, The Netherlands

    1 h-index

    1 publications

    42 citations

  8. Istituto Nazionale di Fisica Nucleare, Sezione di Catania

    Catania, Italy

    1 h-index

    2 publications

    156 citations

1–8 of 17

Venues

  1. Physical Review E

    PRE · 2 publications · 174 citations

    2

    h-index

  2. Scientific Reports

    1 publications · 78 citations

    1

    h-index

  3. Journal of Mathematical Sociology

    1 publications · 37 citations

    1

    h-index

  4. PLoS Computational Biology

    1 publications · 42 citations

    1

    h-index

  5. Edinburgh Research Explorer

    Repository · 1 publications · 81 citations

    1

    h-index

1–5