Concepedia

Decision Boundary Visualization

Decision Boundary Visualization is a visual representation technique in machine learning that delineates the regions in feature space where a classification model assigns different class labels, thereby exposing the implicit structure and generalization behavior of the decision-making process.

15

Publications

350

Citations

34

Authors

14

Institutions

Publications per year

2017–2026

11

Parents

Publications

15

Multi-Class Disturbance Events Recognition Based on EMD and XGBoost in φ-OTDR

Zhandong Wang, Lou Shu-Qin, Sheng Liang et al. · IEEE Access · 2020 · 66 citations · Full text

, , +16

Visualizing multi-dimensional decision boundaries in 2D

Malgorzata Migut, Marcel Worring, Cor J. Veenman · Data Mining and Knowledge Discovery · 2013 · 47 citations · Full text

, , +6

Constructing and Visualizing High-Quality Classifier Decision Boundary Maps

Francisco Rodrigues, Mateus Espadoto, Roberto Hirata et al. · Information · 2019 · 36 citations · Full text

, , +16

Visualizing bagged decision trees

J. Sunil Rao, William John Potts · Knowledge Discovery and Data Mining · 1997 · 28 citations

, , +16

DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction

PUB – Publications at Bielefeld University (Bielefeld University) · 2020 · 24 citations

, , +11

1–5 of 15

Authors

34

  1. AT
    Alexandru Telea

    University of Groningen, Netherlands

    2 publications · 54 citations

    3

    h-index

  2. RH
    Roberto Hirata

    Universidade de São Paulo, Brazil

    2 publications · 54 citations

    2

    h-index

  3. ME
    Mateus Espadoto

    Universidade de São Paulo, Brazil

    1 publications · 36 citations

    2

    h-index

  4. FR
    Francisco Rodrigues

    Universidade de São Paulo, Brazil

    1 publications · 36 citations

    2

    h-index

  5. EC
    Eric C.C. Tsang

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 11 citations

    1

    h-index

1–5 of 34

Institutions

14

  1. University of Groningen

    Groningen, The Netherlands

    3 h-index

    3 publications

    90 citations

  2. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    5 publications

    144 citations

  3. SAS Institute (United States)

    Cary, United States

    2 h-index

    3 publications

    50 citations

  4. Bielefeld University

    Bielefeld, Germany

    1 h-index

    3 publications

    54 citations

  5. Utrecht University

    Utrecht, The Netherlands

    1 h-index

    1 publications

    36 citations

  6. Universiti Teknologi MARA System

    Shah Alam, Malaysia

    1 h-index

    5 publications

    65 citations

  7. Arizona State University

    Tempe, United States

    1 h-index

    2 publications

    42 citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    1 h-index

    4 publications

    44 citations

1–8 of 14

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 21 citations

    2

    h-index

  2. Knowledge Discovery and Data Mining

    Conference · 1 publications · 28 citations

    1

    h-index

  3. Data Mining and Knowledge Discovery

    1 publications · 47 citations

    1

    h-index

  4. 1

    h-index

  5. ACM SIGKDD Explorations Newsletter

    1 publications · 11 citations

    1

    h-index

1–5