Concepedia

Directed Network Inference

Directed Network Inference is a computational methodology within network inference that specifically aims to reconstruct asymmetric relationships between variables by identifying the directionality of interactions, distinguishing it from undirected or symmetric network reconstruction approaches.

38

Publications

1.7K

Citations

119

Authors

91

Institutions

Publications per year

2017–2026

18

Parents

Publications

38

Network inference using informative priors

Sach Mukherjee, Terence P. Speed · Proceedings of the National Academy of Sciences · 2008 · 228 citations · Full text

, , +15

Reflective Random Indexing and indirect inference: A scalable method for discovery of implicit connections

Trevor Cohen, Roger W. Schvaneveldt, Dominic Widdows · Journal of Biomedical Informatics · 2009 · 135 citations

, , +10

Reliability of Inference of Directed Climate Networks Using Conditional Mutual Information

Jaroslav Hlinka, David Hartman, Martin Vejmelka et al. · Entropy · 2013 · 135 citations · Full text

, , +15

Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing

Leonardo Novelli, Patricia Wollstadt, Pedro A. M. Mediano et al. · Network Neuroscience · 2019 · 131 citations · Full text

, , +16

Statistical Inference in a Directed Network Model With Covariates

Ting Yan, Binyan Jiang, Stephen E. Fienberg et al. · Journal of the American Statistical Association · 2018 · 89 citations

, , +15

1–5 of 38

Authors

119

  1. YS
    Yanning Shen

    University of Minnesota, United States

    3 publications · 171 citations

    3

    h-index

  2. GB
    Georgios B. Giannakis

    University of Minnesota, United States

    3 publications · 171 citations

    3

    h-index

  3. JW
    Jianmin Wang

    Tsinghua University, China

    2 publications · 28 citations

    2

    h-index

  4. CL
    Chenlei Leng

    National University of Singapore, Singapore

    2 publications · 104 citations

    2

    h-index

  5. SE
    Stephen E. Fienberg

    Carnegie Mellon University, United States

    2 publications · 104 citations

    2

    h-index

1–5 of 119

Institutions

91

  1. University of Minnesota

    Minneapolis, United States

    3 h-index

    7 publications

    465 citations

  2. Imperial College London

    London, United Kingdom

    3 h-index

    3 publications

    173 citations

  3. Humboldt-Universität zu Berlin

    Berlin, Germany

    2 h-index

    4 publications

    294 citations

  4. London School of Economics and Political Science

    London, United Kingdom

    2 h-index

    2 publications

    42 citations

  5. Potsdam Institute for Climate Impact Research

    Potsdam, Germany

    2 h-index

    4 publications

    417 citations

  6. University of Warwick

    Coventry, United Kingdom

    2 h-index

    2 publications

    317 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    124 citations

  8. Tsinghua University

    Beijing, China

    2 h-index

    8 publications

    104 citations

1–8 of 91

Venues

  1. Bioinformatics

    3 publications · 106 citations

    3

    h-index

  2. IEEE Transactions on Signal Processing

    2 publications · 147 citations

    2

    h-index

  3. 2

    h-index

  4. 1

    h-index

  5. Computational Biology and Chemistry

    CBAC · 1 publications · 11 citations

    1

    h-index

1–5