Concepedia

Random Walk Algorithms

Random Walk Algorithms is a computational method in network-based repurposing that models traversal processes over biological networks by simulating stochastic paths to prioritize candidate nodes based on their connectivity and proximity to known disease-associated entities.

755

Publications

51.8K

Citations

2.1K

Authors

794

Institutions

Publications per year

2017–2026

225

Parents

Publications

755

Weak convergence and optimal scaling of random walk Metropolis algorithms

Gareth O. Roberts, Susan A. Gelman, Walter R. Gilks · The Annals of Applied Probability · 1997 · 1.7K citations · Full text

, , +16

Computing Communities in Large Networks Using Random Walks

Pascal Pons, Matthieu Latapy · Journal of Graph Algorithms and Applications · 2006 · 1.5K citations · Full text

, , +10

Random Walks on Graphs: A Survey

László Lovász · 2001 · 1.4K citations

, , +16

Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation

François Fouss, Alain Pirotte, Jean-Michel Renders et al. · IEEE Transactions on Knowledge and Data Engineering · 2007 · 1.3K citations

, , +16

Determining the density of states for classical statistical models: A random walk algorithm to produce a flat histogram

Fugao Wang, D. P. Landau · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2001 · 1.2K citations · Full text

, , +15

1–5 of 755

Authors

2.1K

  1. CC
    Colin Cooper

    King's College London, United Kingdom

    9 publications · 242 citations

    9

    h-index

  2. GO
    Gareth O. Roberts

    University of Warwick, United Kingdom

    9 publications · 2.8K citations

    9

    h-index

  3. UK
    U Kang

    Seoul National University, South Korea

    8 publications · 424 citations

    8

    h-index

  4. AD
    Atish Das Sarma

    Georgia Institute of Technology, United States

    7 publications · 260 citations

    7

    h-index

  5. MK
    Maciej Kurant

    École Polytechnique Fédérale de Lausanne, Switzerland

    7 publications · 1.3K citations

    7

    h-index

1–5 of 2.1K

Institutions

794

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    16 h-index

    33 publications

    1.6K citations

  2. Tsinghua University

    Beijing, China

    15 h-index

    64 publications

    2.1K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    20 publications

    2.5K citations

  4. Peking University

    Beijing, China

    13 h-index

    42 publications

    1.6K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    12 h-index

    21 publications

    3.2K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    12 h-index

    29 publications

    1.7K citations

  7. Google (United States)

    Mountain View, United States

    12 h-index

    17 publications

    887 citations

  8. Microsoft (United States)

    Redmond, United States

    11 h-index

    13 publications

    709 citations

1–8 of 794

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 783 citations

    16

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 12 publications · 735 citations

    12

    h-index

  3. Physical Review E

    PRE · 12 publications · 658 citations

    11

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 10 publications · 1.8K citations

    10

    h-index

  5. Scientific Reports

    9 publications · 360 citations

    9

    h-index

1–5