Concepedia

Random-walk Centrality

Random-Walk Centrality is a network centrality metric that quantifies the importance of a node based on the frequency with which it is visited during a random walk process on a graph, distinguishing it from other centrality measures by its reliance on dynamic traversal probabilities rather than static topological features.

24

Publications

1.5K

Citations

66

Authors

46

Institutions

Publications per year

2017–2026

12

Parents

Publications

24

Infection in Social Networks: Using Network Analysis to Identify High-Risk Individuals

Robert Christley, Gina Pinchbeck, Roger Bowers et al. · American Journal of Epidemiology · 2005 · 396 citations · Full text

, , +16

Vertex centralities in input-output networks reveal the structure of modern economies

Florian Blöchl, Fabian J. Theis, Fernando Vega‐Redondo et al. · Physical Review E · 2011 · 157 citations

, , +15

Random walk centrality in interconnected multilayer networks

Albert Solé‐Ribalta, Manlio De Domenico, Sergio Gómez et al. · Physica D Nonlinear Phenomena · 2016 · 117 citations · Full text

, , +11

The random walk-based gravity model to identify influential nodes in complex networks

Jie Zhao, Tao Wen, Hadi Jahanshahi et al. · Information Sciences · 2022 · 93 citations

, , +15

Generalized walks-based centrality measures for complex biological networks

Ernesto Estrada · Journal of Theoretical Biology · 2010 · 80 citations · Full text

, , +12

1–5 of 24

Authors

66

  1. FJ
    Fabian J. Theis

    Helmholtz Zentrum München, Germany

    2 publications · 221 citations

    2

    h-index

  2. MC
    Manuel Curado

    University of Alicante, Spain

    2 publications · 95 citations

    2

    h-index

  3. LT
    Leandro Tortosa

    University of Alicante, Spain

    2 publications · 95 citations

    2

    h-index

  4. EO
    Eric O'n. Fisher

    The Ohio State University, United States

    2 publications · 221 citations

    2

    h-index

  5. JF
    José F. Vicent

    University of Alicante, Spain

    2 publications · 95 citations

    2

    h-index

1–5 of 66

Institutions

46

  1. University of Alicante

    Alicante, Spain

    3 h-index

    5 publications

    254 citations

  2. Universidad de Murcia

    Murcia, Spain

    2 h-index

    2 publications

    95 citations

  3. University of Manitoba

    Winnipeg, Canada

    2 h-index

    2 publications

    104 citations

  4. Universidad Católica de Murcia

    Murcia, Spain

    2 h-index

    2 publications

    95 citations

  5. California State Polytechnic University

    Pomona, United States

    2 h-index

    2 publications

    221 citations

  6. Technical University of Munich

    Munich, Germany

    2 h-index

    2 publications

    221 citations

  7. California Polytechnic State University

    San Luis Obispo, United States

    2 h-index

    2 publications

    221 citations

  8. Frankfurt School of Finance & Management

    Frankfurt am Main, Germany

    1 h-index

    1 publications

    17 citations

1–8 of 46

Venues

  1. Information Sciences

    2 publications · 170 citations

    2

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 77 citations

    1

    h-index

  3. SIAM Journal on Applied Mathematics

    1 publications · 17 citations

    1

    h-index

  4. Physical Review E

    PRE · 1 publications · 157 citations

    1

    h-index

  5. 1

    h-index

1–5