An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability

11 September 2021

Papers citing "An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability"

12 / 12 papers shown

Title
Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis Francesco Sovrano Michaël Lognoul Giulia Vilone 21 1 0 27 Aug 2024
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals Gregory Yampolsky Dhruv Desai Mingshu Li Stefano Pasquali Dhagash Mehta 34 4 0 13 Aug 2024
Heterogeneous Subgraph Network with Prompt Learning for Interpretable Depression Detection on Social Media Chen Chen Mingwei Li Fenghuan Li Haopeng Chen Yuankun Lin 31 0 0 12 Jul 2024
XAI-CF -- Examining the Role of Explainable Artificial Intelligence in Cyber Forensics Shahid Alam Zeynep Altıparmak 18 1 0 04 Feb 2024
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms Francesco Sovrano Michaël Lognoul Alberto Bacchelli 18 1 0 22 Dec 2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare Karim Lekadir Aasa Feragen Abdul Joseph Fofanah Alejandro F Frangi Alena Buyx ... Yi Zeng Yunusa G Mohammed Yves Saint James Aquino Zohaib Salahuddin M. P. Starmans AI4TS 32 38 0 11 Aug 2023
Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal M. Hashemi Ali Darejeh Francisco Cruz 40 3 0 07 Feb 2023
Enriching Artificial Intelligence Explanations with Knowledge Fragments Jože M. Rožanec Elena Trajkova I. Novalija Patrik Zajec K. Kenda B. Fortuna Dunja Mladenić 26 9 0 12 Apr 2022
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications Jovze M. Rovzanec I. Novalija Patrik Zajec K. Kenda Hooman Tavakoli ... G. Sofianidis Spyros Theodoropoulos Blavz Fortuna Dunja Mladenić John Soldatos 3DV AI4CE 35 119 0 21 Mar 2022
A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act Francesco Sovrano Salvatore Sapienza M. Palmirani F. Vitali 14 17 0 21 Oct 2021
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces Francesco Sovrano F. Vitali 40 14 0 02 Oct 2021
Modelling GDPR-Compliant Explanations for Trustworthy AI Francesco Sovrano F. Vitali M. Palmirani 32 16 0 09 Sep 2021