Concepedia

Feature Interaction Visualization

Feature Interaction Visualization is a visualization technique that specifically represents the interactions among features in a model or dataset, distinguishing itself by depicting how joint variations in input features collectively influence model predictions or system behavior.

7

Publications

99

Citations

23

Authors

9

Institutions

Publications per year

2017–2026

3

Parents

Publications

7

Visualizing Feature Interaction in 3-D

Orla Greevy, Michele Lanza, Christoph Wysseier · 2005 · 24 citations

, , +13

Use case driven analysis of feature interactions.

Kristofer Kimbler, Daniel Søbirk · 1994 · 17 citations

, , +13

Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction

Runlong Yu, Xiang Xu, Yuyang Ye et al. · 2023 · 13 citations

, , +16

vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models

Alan Inglis, Andrew Parnell, Catherine Hurley · The R Journal · 2023 · 12 citations · Full text

, , +17

Feature-Interaction Visualisation and Resolution in an Agent Environment.

R. J. A. Buhr, Daniel Amyot, Mohamed Elammari et al. · FIW · 1998 · 12 citations

, , +13

1–5 of 7

Authors

23

  1. RJ
    R. J. A. Buhr

    Carleton University, Canada

    1 publications · 12 citations

    1

    h-index

  2. DA
    Daniel Amyot

    University of Ottawa, Canada

    1 publications · 12 citations

    1

    h-index

  3. SM
    Serge Mankovski

    Mitel (Canada), Canada

    1 publications · 12 citations

    1

    h-index

  4. RY
    Runlong Yu

    University of Science and Technology of China, China

    1 publications · 13 citations

    1

    h-index

  5. OG
    Orla Greevy

    University of Bern, Switzerland

    1 publications · 24 citations

    1

    h-index

1–5 of 23

Institutions

9

  1. University of Science and Technology of China

    Hefei, China

    1 h-index

    4 publications

    52 citations

  2. Universidade Federal da Bahia

    Salvador, Brazil

    1 h-index

    2 publications

    24 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    3 publications

    36 citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    1 h-index

    1 publications

    13 citations

  5. University of Bern

    Bern, Switzerland

    1 h-index

    2 publications

    48 citations

  6. University of Alberta

    Edmonton, Canada

    1 h-index

    1 publications

    12 citations

  7. Università della Svizzera italiana

    Lugano, Switzerland

    1 h-index

    1 publications

    24 citations

  8. University of Stirling

    Stirling, United Kingdom

    1 h-index

    1 publications

    11 citations

1–8 of 9

Venues

  1. arXiv (Cornell University)

    Repository · 1 publications · 10 citations

    1

    h-index

  2. FIW

    1 publications · 12 citations

    1

    h-index

  3. Critical Care Medicine

    1 publications · 11 citations

    1

    h-index

  5. The R Journal

    1 publications · 12 citations

1–5