Concepedia

Module-based Network Inference

Module-Based Network Inference is a network inference framework that identifies and leverages modular structures—functionally coherent subnetworks of highly interconnected nodes—to improve the accuracy and interpretability of inferred biological or complex networks by integrating module-level connectivity patterns as prior knowledge or modeling constraints.

23

Publications

2.2K

Citations

80

Authors

52

Institutions

Publications per year

2017–2026

7

Parents

Publications

23

Functional characterization of somatic mutations in cancer using network-based inference of protein activity

Mariano J. Alvarez, Yao Shen, Federico M. Giorgi et al. · Nature Genetics · 2016 · 1.1K citations · Full text

, , +17

Parsimonious Module Inference in Large Networks

Tiago P. Peixoto · Physical Review Letters · 2013 · 247 citations · Full text

, , +13

Identification of dynamic models in complex networks with prediction error methods—Basic methods for consistent module estimates

Paul M.J. Van den Hof, Arne G. Dankers, Peter S.C. Heuberger et al. · Automatica · 2013 · 205 citations · Full text

, , +16

CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions

Runtao Liu, Chenxi Liu, Yutong Bai et al. · 2019 · 105 citations

, , +15

Integrative Multi-omics Module Network Inference with Lemon-Tree

Éric Bonnet, Laurence Calzone, Tom Michoel · PLoS Computational Biology · 2015 · 104 citations · Full text

, , +17

1–5 of 23

Authors

80

  1. TM
    Tom Michoel

    University of Edinburgh, United Kingdom

    3 publications · 184 citations

    3

    h-index

  2. AO
    Alfred O. Hero

    University of Michigan, United States

    2 publications · 58 citations

    2

    h-index

  3. AR
    Arvind Rao

    The University of Texas MD Anderson Cancer Center, United States

    2 publications · 58 citations

    2

    h-index

  4. ÉB
    Éric Bonnet

    Ghent University, Belgium

    2 publications · 169 citations

    2

    h-index

  5. YB
    Yutong Bai

    Johns Hopkins University, United States

    2 publications · 126 citations

    2

    h-index

1–5 of 80

Institutions

52

  1. Ghent University

    Ghent, Belgium

    3 h-index

    8 publications

    424 citations

  2. VIB-UGent Center for Plant Systems Biology

    Ghent, Belgium

    2 h-index

    5 publications

    275 citations

  3. University of Michigan

    Ann Arbor, United States

    2 h-index

    8 publications

    232 citations

  4. Eindhoven University of Technology

    Eindhoven, The Netherlands

    2 h-index

    3 publications

    446 citations

  5. KU Leuven

    Leuven, Belgium

    2 h-index

    6 publications

    160 citations

  6. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    2 h-index

    4 publications

    95 citations

  7. Tongji University

    Shanghai, China

    1 h-index

    1 publications

    25 citations

  8. Peking University

    Beijing, China

    1 h-index

    1 publications

    105 citations

1–8 of 52

Venues

  1. Automatica

    2 publications · 241 citations

    2

    h-index

  2. BMC Bioinformatics

    2 publications · 63 citations

    2

    h-index

  3. BMC Genomics

    2 publications · 53 citations

    2

    h-index

  4. Evolutionary Biology

    1 publications · 16 citations

    1

    h-index

  5. Physical Review Letters

    PRL · 1 publications · 247 citations

    1

    h-index

1–5