Concepedia

Ai Explainability Strategy

An "AI Explainability Strategy" is a structured methodological framework within artificial intelligence research that systematically enables the interpretation and justification of AI model behaviors, decisions, or predictions by specifying mechanisms, representations, or processes that enhance transparency, accountability, and trustworthiness for human stakeholders.

63

Publications

15.1K

Citations

269

Authors

145

Institutions

Publications per year

2017–2026

63

Parents

Publications

63

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser et al. · Information Fusion · 2019 · 9K citations · Full text

, , +10

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

Sajid Ali, Tamer Abuhmed, Shaker El–Sappagh et al. · Information Fusion · 2023 · 1.5K citations · Full text

, , +12

Explainable AI: from black box to glass box

Arun Rai · Journal of the Academy of Marketing Science · 2019 · 1.2K citations

, , +13

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Vijay Arya, Rachel Bellamy, Pin‐Yu Chen et al. · arXiv (Cornell University) · 2019 · 267 citations · Full text

, , +13

A Survey of Data-driven and Knowledge-aware eXplainable AI

Xiaohui Li, Caleb Chen Cao, Yuhan Shi et al. · IEEE Transactions on Knowledge and Data Engineering · 2020 · 235 citations

, , +12

1–5 of 63

Authors

269

  1. ND
    Natalia Díaz-Rodríguez

    Universidad de Granada, Spain

    3 publications · 10.6K citations

    3

    h-index

  2. JD
    Javier Del Ser

    University of the Basque Country, Spain

    3 publications · 10.6K citations

    3

    h-index

  3. FH
    Francisco Herrera

    Universidad de Granada, Spain

    3 publications · 10.6K citations

    3

    h-index

  4. SG
    Salvador García

    Universidad de Granada, Spain

    2 publications · 9.1K citations

    2

    h-index

  5. SG
    Sergio Gil-López

    Instituto de Astrofísica de Andalucía, Spain

    2 publications · 9.1K citations

    2

    h-index

1–5 of 269

Institutions

145

  1. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    3 h-index

    7 publications

    262 citations

  2. TBS Education

    Toulouse, France

    2 h-index

    2 publications

    78 citations

  3. Ondokuz Mayıs University

    Samsun, Türkiye

    2 h-index

    6 publications

    234 citations

  4. Sungkyunkwan University

    Seoul, South Korea

    2 h-index

    10 publications

    6.5K citations

  5. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    4 publications

    723 citations

  6. University of British Columbia

    Vancouver, Canada

    2 h-index

    3 publications

    354 citations

  7. Oregon State University

    Corvallis, United States

    2 h-index

    13 publications

    135 citations

  8. Leiden University

    Leiden, The Netherlands

    2 h-index

    2 publications

    117 citations

1–8 of 145

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 352 citations

    5

    h-index

  2. Technological Forecasting and Social Change

    2 publications · 101 citations

    2

    h-index

  3. Information Fusion

    2 publications · 10.5K citations

    2

    h-index

  4. Finance research letters

    2 publications · 240 citations

    2

    h-index

  5. Discover Artificial Intelligence

    2 publications · 59 citations

    2

    h-index

1–5