Concepedia

Model Explanation Stability

Model Explanation Stability is a model-level metric that quantifies the consistency of feature attributions produced by an explanation method under minor perturbations to the input data or model parameters.

12

Publications

377

Citations

49

Authors

20

Institutions

Publications per year

2017–2026

12

Parents

Publications

12

S-LIME

2021 · 99 citations · Full text

, , +17

OpenXAI: Towards a Transparent Evaluation of Model Explanations

Chirag Agarwal, Satyapriya Krishna, Eshika Saxena et al. · arXiv (Cornell University) · 2022 · 81 citations · Full text

, , +15

LIRME

Manisha Verma, Debasis Ganguly · 2019 · 61 citations

, , +12

Explainable AI for Forensic Analysis: A Comparative Study of SHAP and LIME in Intrusion Detection Models

Pamela Hermosilla, Sebastián Berríos, Héctor Allende · Applied Sciences · 2025 · 52 citations · Full text

, , +16

Fairness via Explanation Quality

Jessica Dai, Sohini Upadhyay, Ulrich Aïvodji et al. · 2022 · 51 citations · Full text

, , +13

1–5 of 12

Authors

49

  1. FC
    Federico Chesani

    University of Bologna, Italy

    2 publications · 37 citations

    2

    h-index

  2. GV
    Giorgio Visani

    University of Bologna, Italy

    2 publications · 37 citations

    2

    h-index

  3. EB
    E. Bagli

    Istituto Nazionale di Fisica Nucleare, Sezione di Ferrara, Italy

    2 publications · 37 citations

    2

    h-index

  4. HL
    Himabindu Lakkaraju

    Harvard University Press, United States

    2 publications · 132 citations

    2

    h-index

  5. DG
    Debasis Ganguly

    Dublin City University, Ireland

    1 publications · 61 citations

    1

    h-index

1–5 of 49

Institutions

20

  1. University of Bologna

    Bologna, Italy

    2 h-index

    4 publications

    74 citations

  2. Tokyo University of Marine Science and Technology

    Tokyo, Japan

    1 h-index

    3 publications

    69 citations

  3. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    1 h-index

    1 publications

    21 citations

  4. Banaras Hindu University

    Varanasi, India

    1 h-index

    1 publications

    23 citations

  5. Data61

    Sydney, Australia

    1 h-index

    1 publications

    21 citations

  6. Japan Agency for Marine-Earth Science and Technology

    Yokosuka, Japan

    1 h-index

    1 publications

    23 citations

  7. Harvard University Press

    Cambridge, United States

    1 h-index

    2 publications

    102 citations

  8. Brown University

    Providence, United States

    1 h-index

    2 publications

    102 citations

1–8 of 20

Venues

  1. Scientific Reports

    2 publications · 41 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 110 citations

    2

    h-index

  3. Journal of the Operational Research Society

    OR · 1 publications · 19 citations

    1

    h-index

  4. Data Mining and Knowledge Discovery

    1 publications · 32 citations

    1

    h-index

  5. Lecture notes in computer science

    LNCS · Book series · 1 publications · 18 citations

    1

    h-index

1–5