Concepedia

Model-guided Exploration

Model-Guided Exploration is a visual data exploration strategy that systematically directs user interaction and insight discovery through the integration of an explicitly defined computational or statistical model, distinguishing it from ad-hoc or purely interactive exploration methods by grounding the exploration process in model-derived predictions, constraints, or structures.

59

Publications

3.1K

Citations

217

Authors

103

Institutions

Publications per year

2017–2026

26

Parents

Publications

59

Diversity-based, model-guided construction of synthetic gene networks with predicted functions

Tom Ellis, Xiao Wang, James J. Collins · Nature Biotechnology · 2009 · 454 citations · Full text

, , +16

Accelerating high-throughput virtual screening through molecular pool-based active learning

David Graff, Eugene I. Shakhnovich, Connor W. Coley · Chemical Science · 2021 · 299 citations · Full text

, , +17

RooTrak: Automated Recovery of Three-Dimensional Plant Root Architecture in Soil from X-Ray Microcomputed Tomography Images Using Visual Tracking 

Stefan Mairhofer, Susan Zappala, Saoirse Tracy et al. · PLANT PHYSIOLOGY · 2011 · 286 citations · Full text

, , +14

Design of synthetic human gut microbiome assembly and butyrate production

Ryan L. Clark, Bryce Connors, David Stevenson et al. · Nature Communications · 2021 · 200 citations · Full text

, , +17

Structural equation model trees.

Andreas M. Brandmaier, Timo von Oertzen, John J. McArdle et al. · Psychological Methods · 2012 · 193 citations · Full text

, , +17

1–5 of 59

Authors

217

  1. DC
    David Choffnes

    Northeastern University, United States

    2 publications · 44 citations

    2

    h-index

  2. MS
    Manoj Srinivasan

    The Ohio State University, United States

    2 publications · 45 citations

    2

    h-index

  3. AM
    Andreas M. Brandmaier

    Max Planck Institute for Human Development, Germany

    2 publications · 282 citations

    2

    h-index

  4. JJ
    John J. McArdle

    University of Southern California, United States

    2 publications · 282 citations

    2

    h-index

  5. AM
    Alan Mislove

    Northeastern University, United States

    2 publications · 44 citations

    2

    h-index

1–5 of 217

Institutions

103

  1. Harvard University

    Cambridge, United States

    3 h-index

    5 publications

    685 citations

  2. Budapest University of Technology and Economics

    Budapest, Hungary

    2 h-index

    7 publications

    383 citations

  3. University of Washington

    Seattle, United States

    2 h-index

    5 publications

    438 citations

  4. Max Planck Institute for Human Development

    Berlin, Germany

    2 h-index

    6 publications

    846 citations

  5. Eindhoven University of Technology

    Eindhoven, The Netherlands

    2 h-index

    4 publications

    101 citations

  6. University of Southern California

    Los Angeles, United States

    2 h-index

    3 publications

    371 citations

  7. University of Michigan

    Ann Arbor, United States

    2 h-index

    4 publications

    186 citations

  8. The Ohio State University

    Columbus, United States

    2 h-index

    4 publications

    69 citations

1–8 of 103

Venues

  1. Nature Communications

    3 publications · 259 citations

    3

    h-index

  2. Chemical Science

    2 publications · 400 citations

    2

    h-index

  3. Psychological Methods

    2 publications · 282 citations

    2

    h-index

  4. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 1 publications · 12 citations

    2

    h-index

  5. Business & Information Systems Engineering

    BISE · 1 publications · 19 citations

    1

    h-index

1–5